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TRiC-stats.tsv
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model k_fold train-spearman_corr train-spearman_pvalue train-pearson_corr train-pearson_pvalue train-f1_score train-f1_scores_label1 train-f1_scores_label0 train-recall_label1 train-recall_label0 train-precision_label1 train-precision_label0 test-spearman_corr test-spearman_pvalue test-pearson_corr test-pearson_pvalue test-f1_score test-f1_scores_label1 test-f1_scores_label0 test-recall_label1 test-recall_label0 test-precision_label1 test-precision_label0 test.iov-spearman_corr test.iov-spearman_pvalue test.iov-pearson_corr test.iov-pearson_pvalue test.iov-f1_score test.iov-f1_scores_label1 test.iov-f1_scores_label0 test.iov-recall_label1 test.iov-recall_label0 test.iov-precision_label1 test.iov-precision_label0 test.oov-spearman_corr test.oov-spearman_pvalue test.oov-pearson_corr test.oov-pearson_pvalue test.oov-f1_score test.oov-f1_scores_label1 test.oov-f1_scores_label0 test.oov-recall_label1 test.oov-recall_label0 test.oov-precision_label1 test.oov-precision_label0 dev-spearman_corr dev-spearman_pvalue dev-pearson_corr dev-pearson_pvalue dev-f1_score dev-f1_scores_label1 dev-f1_scores_label0 dev-recall_label1 dev-recall_label0 dev-precision_label1 dev-precision_label0 dev.iov-spearman_corr dev.iov-spearman_pvalue dev.iov-pearson_corr dev.iov-pearson_pvalue dev.iov-f1_score dev.iov-f1_scores_label1 dev.iov-f1_scores_label0 dev.iov-recall_label1 dev.iov-recall_label0 dev.iov-precision_label1 dev.iov-precision_label0 dev.oov-spearman_corr dev.oov-spearman_pvalue dev.oov-pearson_corr dev.oov-pearson_pvalue dev.oov-f1_score dev.oov-f1_scores_label1 dev.oov-f1_scores_label0 dev.oov-recall_label1 dev.oov-recall_label0 dev.oov-precision_label1 dev.oov-precision_label0 thr
all-mpnet-base-v2 1 0.546 0.0 0.535 0.0 0.6048274662433978 0.5704918032786885 0.6188166828322017 0.9266272189349113 0.461427193828351 0.41210526315789475 0.9391560353287537 0.552 0.0 0.564 0.0 0.6388568871262671 0.501547987616099 0.6773547094188376 0.9 0.5264797507788161 0.34763948497854075 0.949438202247191 0.584 0.0 0.578 0.0 0.6132581580331995 0.5714285714285715 0.6311475409836065 0.8823529411764706 0.48427672955974843 0.4225352112676056 0.9058823529411765 0.495 0.0 0.51 0.0 0.6797342869429419 0.37168141592920356 0.7215686274509805 0.9545454545454546 0.5679012345679012 0.23076923076923078 0.989247311827957 0.501 0.0 0.523 0.0 0.6631325802118684 0.7740963855421688 0.5341614906832298 0.969811320754717 0.37719298245614036 0.6441102756892231 0.9148936170212766 0.479 0.0 0.492 0.0 0.6060944525589255 0.5533980582524272 0.6260162601626016 0.9193548387096774 0.4695121951219512 0.3958333333333333 0.9390243902439024 0.244 0.0 0.267 0.0 0.720788281483356 0.8733624454148471 0.23684210526315788 0.9852216748768473 0.140625 0.7843137254901961 0.75 0.607
all-mpnet-base-v2_mask 1 0.672 0.0 0.684 0.0 0.8051455312808499 0.684723726977248 0.8542084168336673 0.7479289940828402 0.8220829315332691 0.6313686313686314 0.8889468196037539 0.682 0.0 0.682 0.0 0.8194185709557389 0.6457399103139013 0.8681135225375626 0.8 0.8099688473520249 0.5413533834586466 0.935251798561151 0.739 0.0 0.733 0.0 0.8223582661430073 0.7172413793103448 0.8673139158576051 0.7647058823529411 0.8427672955974843 0.6753246753246753 0.8933333333333333 0.579 0.0 0.597 0.0 0.8263829623649713 0.5128205128205129 0.8689655172413794 0.9090909090909091 0.7777777777777778 0.35714285714285715 0.984375 0.7 0.0 0.721 0.0 0.8398955609255285 0.8489483747609943 0.8293736501079914 0.8377358490566038 0.8421052631578947 0.8604651162790697 0.8170212765957446 0.636 0.0 0.675 0.0 0.836083856641122 0.7205882352941176 0.8797468354430381 0.7903225806451613 0.8475609756097561 0.6621621621621622 0.9144736842105263 0.526 0.0 0.632 0.0 0.8525962543656374 0.8940568475452196 0.7210884353741497 0.8522167487684729 0.828125 0.9402173913043478 0.6385542168674698 0.607
multi-qa-mpnet-base-dot-v1 1 0.534 0.0 0.526 0.0 0.5685528695988916 0.5530569219957836 0.5748663101604279 0.9313609467455621 0.4146576663452266 0.3933033483258371 0.9368191721132898 0.529 0.0 0.539 0.0 0.5562749160804368 0.4754098360655738 0.5789473684210527 0.9666666666666667 0.411214953271028 0.31521739130434784 0.9777777777777777 0.549 0.0 0.539 0.0 0.5623022911336398 0.5676855895196508 0.5599999999999999 0.9558823529411765 0.39622641509433965 0.40372670807453415 0.9545454545454546 0.49 0.0 0.514 0.0 0.5643745337493354 0.32116788321167883 0.5974025974025974 1.0 0.42592592592592593 0.19130434782608696 1.0 0.443 0.0 0.468 0.0 0.6323741141009261 0.7614814814814814 0.4823151125401929 0.969811320754717 0.32894736842105265 0.6268292682926829 0.9036144578313253 0.472 0.0 0.491 0.0 0.5778411383382198 0.5529953917050691 0.5872340425531914 0.967741935483871 0.42073170731707316 0.3870967741935484 0.971830985915493 0.134 0.028 0.147 0.017 0.6919043106023239 0.8602620087336245 0.15789473684210525 0.9704433497536946 0.09375 0.7725490196078432 0.5 0.489
multi-qa-mpnet-base-dot-v1_mask 1 0.644 0.0 0.657 0.0 0.8019043360193359 0.6840425531914893 0.8499242041435069 0.7609467455621302 0.81099324975892 0.621256038647343 0.8927813163481954 0.64 0.0 0.636 0.0 0.8074041448569791 0.6351931330472103 0.8556876061120544 0.8222222222222222 0.7850467289719626 0.5174825174825175 0.9402985074626866 0.667 0.0 0.679 0.0 0.8324746236037963 0.7417218543046358 0.8712871287128713 0.8235294117647058 0.8301886792452831 0.6746987951807228 0.9166666666666666 0.574 0.0 0.558 0.0 0.7913184376599011 0.43902439024390244 0.8391608391608392 0.8181818181818182 0.7407407407407407 0.3 0.967741935483871 0.695 0.0 0.706 0.0 0.8419065489269724 0.8511450381679391 0.8311688311688312 0.8415094339622642 0.8421052631578947 0.861003861003861 0.8205128205128205 0.599 0.0 0.641 0.0 0.8528055996524309 0.746268656716418 0.8930817610062892 0.8064516129032258 0.8658536585365854 0.6944444444444444 0.922077922077922 0.56 0.0 0.628 0.0 0.8409808252504882 0.8871794871794871 0.6944444444444444 0.8522167487684729 0.78125 0.9251336898395722 0.625 0.489
all-distilroberta-v1 1 0.576 0.0 0.57 0.0 0.5606901812864877 0.5587628865979382 0.5614754098360656 0.9621301775147929 0.39633558341369335 0.3937046004842615 0.9625292740046838 0.573 0.0 0.59 0.0 0.5789575878640737 0.49307479224376727 0.6030368763557484 0.9888888888888889 0.43302180685358255 0.3284132841328413 0.9928571428571429 0.609 0.0 0.602 0.0 0.5482189469683644 0.5702127659574469 0.5388127853881278 0.9852941176470589 0.3710691823899371 0.40119760479041916 0.9833333333333333 0.52 0.0 0.542 0.0 0.6238585744514599 0.34920634920634924 0.6611570247933884 1.0 0.49382716049382713 0.21153846153846154 1.0 0.502 0.0 0.536 0.0 0.6338778529324175 0.7690058479532164 0.4768211920529802 0.9924528301886792 0.3157894736842105 0.6276849642004774 0.972972972972973 0.514 0.0 0.537 0.0 0.5828875222905521 0.5555555555555557 0.5932203389830508 0.967741935483871 0.4268292682926829 0.38961038961038963 0.9722222222222222 0.173 0.005 0.191 0.002 0.6741034662382978 0.8675213675213675 0.06060606060606061 1.0 0.03125 0.7660377358490567 1.0 0.63
all-distilroberta-v1_mask 1 0.692 0.0 0.707 0.0 0.8228235328514288 0.7210884353741497 0.8642729819200408 0.8153846153846154 0.8182256509161041 0.6463414634146342 0.9158121964382083 0.69 0.0 0.685 0.0 0.7935849777953531 0.6290322580645162 0.8397212543554007 0.8666666666666667 0.7507788161993769 0.4936708860759494 0.9525691699604744 0.73 0.0 0.717 0.0 0.8045965322432242 0.7160493827160493 0.8424657534246577 0.8529411764705882 0.7735849056603774 0.6170212765957447 0.924812030075188 0.619 0.0 0.629 0.0 0.7924294903513113 0.4651162790697674 0.8368794326241135 0.9090909090909091 0.7283950617283951 0.3125 0.9833333333333333 0.724 0.0 0.75 0.0 0.8680886309151903 0.8780487804878048 0.8565121412803532 0.8830188679245283 0.8508771929824561 0.8731343283582089 0.8622222222222222 0.666 0.0 0.705 0.0 0.8416780638699474 0.7375886524822695 0.8810289389067524 0.8387096774193549 0.8353658536585366 0.6582278481012658 0.9319727891156463 0.569 0.0 0.683 0.0 0.8984280213113889 0.9285714285714286 0.8028169014084506 0.896551724137931 0.890625 0.9629629629629629 0.7307692307692307 0.63
all-MiniLM-L12-v2 1 0.554 0.0 0.542 0.0 0.47064873554712927 0.5248724489795918 0.4485566247224278 0.9739644970414201 0.29218900675024106 0.3592317765168049 0.964968152866242 0.52 0.0 0.529 0.0 0.5035671025514675 0.4587628865979381 0.5161290322580645 0.9888888888888889 0.34890965732087226 0.2986577181208054 0.9911504424778761 0.546 0.0 0.536 0.0 0.49562536331903473 0.5528455284552846 0.47115384615384615 1.0 0.3081761006289308 0.38202247191011235 1.0 0.48 0.0 0.497 0.0 0.5262262300234651 0.29577464788732394 0.5575221238938053 0.9545454545454546 0.3888888888888889 0.175 0.984375 0.446 0.0 0.478 0.0 0.5590514077547396 0.7429378531073447 0.3453237410071942 0.9924528301886792 0.21052631578947367 0.5936794582392777 0.96 0.475 0.0 0.485 0.0 0.4638522020337371 0.5042016806722689 0.44859813084112143 0.967741935483871 0.2926829268292683 0.3409090909090909 0.96 0.119 0.053 0.106 0.085 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.643
all-MiniLM-L12-v2_mask 1 0.696 0.0 0.711 0.0 0.8153373727492118 0.717819283190308 0.8550687062483795 0.8414201183431953 0.7950819672131147 0.6258802816901409 0.9248457655636567 0.686 0.0 0.666 0.0 0.7610983650189675 0.5868725868725869 0.8099467140319715 0.8444444444444444 0.7102803738317757 0.44970414201183434 0.9421487603305785 0.713 0.0 0.706 0.0 0.7913385712145696 0.6918238993710693 0.8338983050847459 0.8088235294117647 0.7735849056603774 0.6043956043956044 0.9044117647058824 0.639 0.0 0.625 0.0 0.7401103179753407 0.42 0.7835820895522387 0.9545454545454546 0.6481481481481481 0.2692307692307692 0.9905660377358491 0.749 0.0 0.77 0.0 0.8819376701729642 0.8937728937728937 0.8681818181818182 0.9207547169811321 0.8377192982456141 0.8683274021352313 0.9009433962264151 0.659 0.0 0.708 0.0 0.8469832350445329 0.7534246575342465 0.8823529411764706 0.8870967741935484 0.823170731707317 0.6547619047619048 0.9507042253521126 0.61 0.0 0.717 0.0 0.9188297277656661 0.945 0.8358208955223881 0.9310344827586207 0.875 0.9593908629441624 0.8 0.643
multi-qa-distilbert-cos-v1 1 0.564 0.0 0.551 0.0 0.45771501991788544 0.5243634077334172 0.430560782837787 0.98698224852071 0.2757955641272903 0.3570205479452055 0.9811320754716981 0.546 0.0 0.552 0.0 0.4767475257215722 0.44836272040302266 0.4847058823529412 0.9888888888888889 0.32087227414330216 0.2899022801302932 0.9903846153846154 0.549 0.0 0.532 0.0 0.45666253196454437 0.5338645418326693 0.4236453201970444 0.9852941176470589 0.27044025157232704 0.366120218579235 0.9772727272727273 0.547 0.0 0.565 0.0 0.5119440464884182 0.3013698630136986 0.5405405405405406 1.0 0.37037037037037035 0.1774193548387097 1.0 0.427 0.0 0.472 0.0 0.5704748715936506 0.7478753541076487 0.36428571428571427 0.9962264150943396 0.2236842105263158 0.5986394557823129 0.9807692307692307 0.464 0.0 0.473 0.0 0.48449244204456454 0.516949152542373 0.47222222222222227 0.9838709677419355 0.31097560975609756 0.3505747126436782 0.9807692307692307 0.049 0.424 0.05 0.415 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.643
multi-qa-distilbert-cos-v1_mask 1 0.696 0.0 0.713 0.0 0.8213725511193499 0.7225939269171384 0.8616174582798459 0.8307692307692308 0.8090646094503375 0.639344262295082 0.9214717188358045 0.681 0.0 0.664 0.0 0.7798826231875456 0.6016260162601627 0.829861111111111 0.8222222222222222 0.7445482866043613 0.47435897435897434 0.9372549019607843 0.711 0.0 0.702 0.0 0.8035466686680359 0.7051282051282051 0.8456375838926176 0.8088235294117647 0.7924528301886793 0.625 0.9064748201438849 0.626 0.0 0.617 0.0 0.7662322316060196 0.4222222222222223 0.8129496402877698 0.8636363636363636 0.6975308641975309 0.27941176470588236 0.9741379310344828 0.726 0.0 0.747 0.0 0.873932066989109 0.8856088560885608 0.8603603603603603 0.9056603773584906 0.8377192982456141 0.8664259927797834 0.8842592592592593 0.653 0.0 0.677 0.0 0.8421261128538386 0.7412587412587414 0.8802588996763754 0.8548387096774194 0.8292682926829268 0.654320987654321 0.9379310344827586 0.571 0.0 0.695 0.0 0.9079732206087421 0.93734335839599 0.8148148148148148 0.9211822660098522 0.859375 0.9540816326530612 0.7746478873239436 0.643
all-MiniLM-L6-v2 1 0.56 0.0 0.557 0.0 0.5096354332538995 0.540327868852459 0.4971305595408895 0.9751479289940829 0.33413693346190937 0.37369614512471655 0.9705882352941176 0.586 0.0 0.574 0.0 0.5304742186944241 0.4668435013262599 0.548314606741573 0.9777777777777777 0.38006230529595014 0.30662020905923343 0.9838709677419355 0.59 0.0 0.566 0.0 0.528360942072913 0.5569620253164558 0.5161290322580645 0.9705882352941176 0.3522012578616352 0.3905325443786982 0.9655172413793104 0.585 0.0 0.579 0.0 0.5473030402092186 0.3142857142857143 0.5789473684210525 1.0 0.4074074074074074 0.1864406779661017 1.0 0.469 0.0 0.506 0.0 0.5818347015130514 0.7503566333808844 0.38596491228070173 0.9924528301886792 0.2412280701754386 0.6032110091743119 0.9649122807017544 0.477 0.0 0.496 0.0 0.5037024401938509 0.5194805194805194 0.49773755656108604 0.967741935483871 0.3353658536585366 0.35502958579881655 0.9649122807017544 0.136 0.026 0.147 0.016 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.625
all-MiniLM-L6-v2_mask 1 0.696 0.0 0.716 0.0 0.835431817622405 0.7327163854109963 0.8772806798300425 0.7964497041420119 0.8461909353905497 0.6784274193548387 0.9107420861442657 0.699 0.0 0.678 0.0 0.7920178827261024 0.6101694915254237 0.8430034129692833 0.8 0.7694704049844237 0.4931506849315068 0.9320754716981132 0.729 0.0 0.709 0.0 0.7981104438302161 0.6887417218543046 0.8448844884488449 0.7647058823529411 0.8050314465408805 0.6265060240963856 0.8888888888888888 0.659 0.0 0.656 0.0 0.7967023035977334 0.4705882352941177 0.8409893992932862 0.9090909090909091 0.7345679012345679 0.31746031746031744 0.9834710743801653 0.721 0.0 0.744 0.0 0.8620689655172413 0.8716981132075472 0.850877192982456 0.8716981132075472 0.8508771929824561 0.8716981132075472 0.8508771929824561 0.639 0.0 0.695 0.0 0.8573977399973324 0.7555555555555556 0.8958990536277602 0.8225806451612904 0.8658536585365854 0.6986301369863014 0.9281045751633987 0.546 0.0 0.66 0.0 0.8722754693414946 0.9113924050632912 0.7482014388489209 0.8866995073891626 0.8125 0.9375 0.6933333333333334 0.625
multi-qa-MiniLM-L6-cos-v1 1 0.545 0.0 0.534 0.0 0.49835543932846366 0.5346792575708238 0.48355619804842787 0.9715976331360947 0.32256509161041463 0.3688230008984726 0.9653679653679653 0.567 0.0 0.551 0.0 0.5075939611007844 0.45714285714285713 0.5217391304347826 0.9777777777777777 0.35514018691588783 0.2983050847457627 0.9827586206896551 0.575 0.0 0.542 0.0 0.5117048869858783 0.55 0.49532710280373826 0.9705882352941176 0.3333333333333333 0.38372093023255816 0.9636363636363636 0.567 0.0 0.556 0.0 0.5179546997801548 0.30344827586206896 0.547085201793722 1.0 0.3765432098765432 0.17886178861788618 1.0 0.481 0.0 0.522 0.0 0.5802095692376623 0.7510668563300141 0.38162544169611307 0.9962264150943396 0.23684210526315788 0.6027397260273972 0.9818181818181818 0.456 0.0 0.478 0.0 0.5015054497436807 0.5236051502145923 0.4931506849315069 0.9838709677419355 0.32926829268292684 0.3567251461988304 0.9818181818181818 0.142 0.02 0.164 0.007 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.618
multi-qa-MiniLM-L6-cos-v1_mask 1 0.685 0.0 0.702 0.0 0.8354691021255363 0.7293857221914776 0.8786901513272141 0.7798816568047338 0.8539054966248795 0.685031185031185 0.9049565661727134 0.68 0.0 0.658 0.0 0.797675835264843 0.611353711790393 0.8499156829679596 0.7777777777777778 0.7850467289719626 0.5035971223021583 0.9264705882352942 0.706 0.0 0.697 0.0 0.8083986808004926 0.6901408450704226 0.858974358974359 0.7205882352941176 0.8427672955974843 0.6621621621621622 0.8758169934640523 0.644 0.0 0.625 0.0 0.7971610280269117 0.4827586206896552 0.8398576512455516 0.9545454545454546 0.7283950617283951 0.3230769230769231 0.9915966386554622 0.74 0.0 0.764 0.0 0.882314947773684 0.8909774436090225 0.8722466960352423 0.8943396226415095 0.868421052631579 0.8876404494382022 0.8761061946902655 0.621 0.0 0.669 0.0 0.8487551787850495 0.7407407407407408 0.8895899053627759 0.8064516129032258 0.8597560975609756 0.684931506849315 0.9215686274509803 0.59 0.0 0.716 0.0 0.9157107459283979 0.9420654911838792 0.8321167883211679 0.9211822660098522 0.890625 0.9639175257731959 0.7808219178082192 0.618
paraphrase-multilingual-mpnet-base-v2 1 0.599 0.0 0.575 0.0 0.551351111099386 0.5565749235474006 0.5492227979274611 0.9692307692307692 0.3833172613307618 0.390371782650143 0.9683313032886723 0.63 0.0 0.602 0.0 0.5482020528848567 0.4812834224598931 0.5669642857142857 1.0 0.3956386292834891 0.31690140845070425 1.0 0.637 0.0 0.596 0.0 0.5463281442796591 0.5738396624472574 0.5345622119815668 1.0 0.36477987421383645 0.40236686390532544 1.0 0.617 0.0 0.604 0.0 0.5643745337493354 0.32116788321167883 0.5974025974025974 1.0 0.42592592592592593 0.19130434782608696 1.0 0.497 0.0 0.529 0.0 0.6283682510863039 0.7692307692307693 0.46464646464646464 1.0 0.3026315789473684 0.625 1.0 0.539 0.0 0.556 0.0 0.5800149804422005 0.5636363636363637 0.5862068965517241 1.0 0.4146341463414634 0.3924050632911392 1.0 0.196 0.001 0.155 0.011 0.6655452211715838 0.8656716417910448 0.03076923076923077 1.0 0.015625 0.7631578947368421 1.0 0.509
paraphrase-multilingual-mpnet-base-v2_mask 1 0.71 0.0 0.719 0.0 0.841213969027074 0.7444862829478214 0.8806232721789393 0.8189349112426035 0.8447444551591128 0.6824457593688363 0.9196850393700787 0.702 0.0 0.68 0.0 0.8252497931255944 0.6666666666666667 0.8697123519458545 0.8555555555555555 0.8006230529595015 0.5460992907801419 0.9518518518518518 0.747 0.0 0.734 0.0 0.8488215329467178 0.761904761904762 0.8859934853420196 0.8235294117647058 0.8553459119496856 0.7088607594936709 0.918918918918919 0.615 0.0 0.61 0.0 0.810012247397428 0.5 0.852112676056338 0.9545454545454546 0.7469135802469136 0.3387096774193548 0.9918032786885246 0.776 0.0 0.799 0.0 0.9046179331232914 0.9118198874296435 0.8962472406181016 0.9169811320754717 0.8903508771929824 0.9067164179104478 0.9022222222222223 0.678 0.0 0.725 0.0 0.9006105460587469 0.8296296296296296 0.9274447949526814 0.9032258064516129 0.8963414634146342 0.7671232876712328 0.9607843137254902 0.674 0.0 0.784 0.0 0.9118527203100766 0.9396984924623116 0.823529411764706 0.9211822660098522 0.875 0.958974358974359 0.7777777777777778 0.509
paraphrase-albert-small-v2 1 0.543 0.0 0.525 0.0 0.542550915027669 0.548540393754243 0.5401106500691564 0.9562130177514793 0.37656702025072325 0.38457877201332696 0.9547677261613692 0.572 0.0 0.531 0.0 0.5294976425631824 0.46965699208443273 0.54627539503386 0.9888888888888889 0.37694704049844235 0.3079584775086505 0.9918032786885246 0.567 0.0 0.525 0.0 0.5536010734248619 0.5726495726495726 0.5454545454545454 0.9852941176470589 0.37735849056603776 0.4036144578313253 0.9836065573770492 0.581 0.0 0.526 0.0 0.5179546997801548 0.30344827586206896 0.547085201793722 1.0 0.3765432098765432 0.17886178861788618 1.0 0.515 0.0 0.535 0.0 0.6007074643917162 0.7568345323741006 0.4192439862542956 0.9924528301886792 0.2675438596491228 0.6116279069767442 0.9682539682539683 0.465 0.0 0.468 0.0 0.5398230088495575 0.5398230088495575 0.5398230088495575 0.9838709677419355 0.3719512195121951 0.3719512195121951 0.9838709677419355 0.288 0.0 0.284 0.0 0.6549276091452849 0.861407249466951 0.0 0.9950738916256158 0.0 0.7593984962406015 0.0 0.579
paraphrase-albert-small-v2_mask 1 0.676 0.0 0.68 0.0 0.8238067941184535 0.7025787965616047 0.873198143171268 0.7254437869822485 0.8616200578592093 0.6811111111111111 0.8850916295195641 0.671 0.0 0.631 0.0 0.7990399001189226 0.6071428571428571 0.8528428093645485 0.7555555555555555 0.794392523364486 0.5074626865671642 0.9205776173285198 0.711 0.0 0.678 0.0 0.8164426611296614 0.7000000000000001 0.8662420382165605 0.7205882352941176 0.8553459119496856 0.6805555555555556 0.8774193548387097 0.628 0.0 0.59 0.0 0.7919181757209927 0.45238095238095233 0.8380281690140846 0.8636363636363636 0.7345679012345679 0.3064516129032258 0.9754098360655737 0.726 0.0 0.743 0.0 0.8378528706943306 0.8473282442748092 0.8268398268398269 0.8377358490566038 0.8377192982456141 0.8571428571428571 0.8162393162393162 0.66 0.0 0.662 0.0 0.8280409989470064 0.7101449275362319 0.8726114649681529 0.7903225806451613 0.8353658536585366 0.6447368421052632 0.9133333333333333 0.562 0.0 0.695 0.0 0.8564285890361457 0.8963730569948186 0.7297297297297298 0.8522167487684729 0.84375 0.9453551912568307 0.6428571428571429 0.579
paraphrase-multilingual-MiniLM-L12-v2 1 0.617 0.0 0.59 0.0 0.5797832979906427 0.5709318497913769 0.5833896016205267 0.9715976331360947 0.4165863066538091 0.40423436730674545 0.972972972972973 0.612 0.0 0.578 0.0 0.5564992714515221 0.48517520215633425 0.5764966740576496 1.0 0.40498442367601245 0.3202846975088968 1.0 0.66 0.0 0.597 0.0 0.5571651064343374 0.5787234042553191 0.5479452054794521 1.0 0.37735849056603776 0.40718562874251496 1.0 0.552 0.0 0.547 0.0 0.5699797160243408 0.3235294117647059 0.603448275862069 1.0 0.43209876543209874 0.19298245614035087 1.0 0.49 0.0 0.534 0.0 0.6363103050550848 0.7676470588235292 0.48366013071895425 0.9849056603773585 0.32456140350877194 0.6289156626506024 0.9487179487179487 0.508 0.0 0.535 0.0 0.5990561005665866 0.5592417061611374 0.6141078838174273 0.9516129032258065 0.45121951219512196 0.3959731543624161 0.961038961038961 0.114 0.062 0.119 0.051 0.6549276091452849 0.861407249466951 0.0 0.9950738916256158 0.0 0.7593984962406015 0.0 0.542
paraphrase-multilingual-MiniLM-L12-v2_mask 1 0.696 0.0 0.701 0.0 0.8346478290465958 0.7326839826839828 0.8761904761904763 0.8011834319526627 0.8428158148505304 0.674975074775673 0.9123173277661796 0.686 0.0 0.67 0.0 0.7878004216385084 0.6050420168067226 0.839041095890411 0.8 0.7632398753894081 0.4864864864864865 0.9315589353612167 0.746 0.0 0.717 0.0 0.8050273652789105 0.6896551724137931 0.8543689320388349 0.7352941176470589 0.8301886792452831 0.6493506493506493 0.88 0.594 0.0 0.605 0.0 0.7801258022015385 0.47311827956989244 0.8218181818181818 1.0 0.6975308641975309 0.30985915492957744 1.0 0.746 0.0 0.779 0.0 0.8844300921310747 0.8918406072106262 0.8758169934640522 0.8867924528301887 0.881578947368421 0.8969465648854962 0.8701298701298701 0.656 0.0 0.707 0.0 0.883325423634181 0.8 0.9148264984227129 0.8709677419354839 0.8841463414634146 0.7397260273972602 0.9477124183006536 0.563 0.0 0.728 0.0 0.8911728799764881 0.9234693877551021 0.7887323943661971 0.8916256157635468 0.875 0.9576719576719577 0.717948717948718 0.542
paraphrase-MiniLM-L3-v2 1 0.512 0.0 0.5 0.0 0.4960839467692555 0.5292770690219168 0.4825602301330457 0.9573964497041421 0.3235294117647059 0.36573236889692584 0.9490806223479491 0.539 0.0 0.539 0.0 0.5332882511767906 0.46808510638297873 0.5515695067264574 0.9777777777777777 0.38317757009345793 0.3076923076923077 0.984 0.573 0.0 0.536 0.0 0.46546065112146473 0.532258064516129 0.43689320388349506 0.9705882352941176 0.2830188679245283 0.36666666666666664 0.9574468085106383 0.539 0.0 0.529 0.0 0.613383152173913 0.34375000000000006 0.65 1.0 0.48148148148148145 0.20754716981132076 1.0 0.447 0.0 0.478 0.0 0.5704748715936506 0.7478753541076487 0.36428571428571427 0.9962264150943396 0.2236842105263158 0.5986394557823129 0.9807692307692307 0.425 0.0 0.432 0.0 0.48449244204456454 0.516949152542373 0.47222222222222227 0.9838709677419355 0.31097560975609756 0.3505747126436782 0.9807692307692307 0.154 0.012 0.133 0.029 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.596
paraphrase-MiniLM-L3-v2_mask 1 0.664 0.0 0.677 0.0 0.8226188178322745 0.6884848484848485 0.8772683858643744 0.672189349112426 0.8857280617164899 0.7055900621118012 0.868968779564806 0.648 0.0 0.655 0.0 0.8360360039681592 0.6424870466321243 0.890302066772655 0.6888888888888889 0.8722741433021807 0.6019417475728155 0.9090909090909091 0.693 0.0 0.69 0.0 0.8084238178433409 0.6717557251908397 0.8668730650154799 0.6470588235294118 0.8805031446540881 0.6984126984126984 0.8536585365853658 0.569 0.0 0.597 0.0 0.8750515634023595 0.5806451612903226 0.9150326797385621 0.8181818181818182 0.8641975308641975 0.45 0.9722222222222222 0.74 0.0 0.757 0.0 0.8764052576181128 0.8787276341948311 0.8737060041407867 0.8339622641509434 0.9254385964912281 0.9285714285714286 0.8274509803921568 0.609 0.0 0.651 0.0 0.8609799656129694 0.7394957983193277 0.906906906906907 0.7096774193548387 0.9207317073170732 0.7719298245614035 0.893491124260355 0.607 0.0 0.728 0.0 0.8926615168539327 0.921875 0.8000000000000002 0.8719211822660099 0.9375 0.9779005524861878 0.6976744186046512 0.596
distiluse-base-multilingual-cased-v1 1 0.567 0.0 0.562 0.0 0.42232981487394344 0.5116851168511685 0.3859242072699149 0.9846153846153847 0.24059787849566056 0.3456584960531782 0.974609375 0.563 0.0 0.54 0.0 0.3818445122445823 0.4141176470588236 0.37279596977329976 0.9777777777777777 0.23052959501557632 0.2626865671641791 0.9736842105263158 0.575 0.0 0.529 0.0 0.40342031700499076 0.5116279069767442 0.35714285714285715 0.9705882352941176 0.22012578616352202 0.3473684210526316 0.9459459459459459 0.538 0.0 0.546 0.0 0.373163471888151 0.26347305389221554 0.3880597014925373 1.0 0.24074074074074073 0.15172413793103448 1.0 0.528 0.0 0.561 0.0 0.5278139991628835 0.736111111111111 0.2857142857142857 1.0 0.16666666666666666 0.5824175824175825 1.0 0.533 0.0 0.545 0.0 0.4090927889249102 0.496 0.37623762376237624 1.0 0.23170731707317074 0.32978723404255317 1.0 0.196 0.001 0.19 0.002 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.678
distiluse-base-multilingual-cased-v1_mask 1 0.657 0.0 0.684 0.0 0.8244738860724135 0.6963226571767497 0.8766859344894027 0.6946745562130178 0.8775313404050145 0.6979785969084423 0.875842155919153 0.633 0.0 0.624 0.0 0.7899053501243282 0.5892857142857143 0.846153846153846 0.7333333333333333 0.7881619937694704 0.4925373134328358 0.9133574007220217 0.697 0.0 0.697 0.0 0.83515537814427 0.717557251908397 0.8854489164086686 0.6911764705882353 0.89937106918239 0.746031746031746 0.8719512195121951 0.553 0.0 0.583 0.0 0.7532024310425433 0.4086021505376344 0.8 0.8636363636363636 0.6790123456790124 0.2676056338028169 0.9734513274336283 0.766 0.0 0.782 0.0 0.8784467547145031 0.8841698841698841 0.8717948717948718 0.8641509433962264 0.8947368421052632 0.9051383399209486 0.85 0.671 0.0 0.705 0.0 0.8481879651273994 0.7368421052631579 0.890282131661442 0.7903225806451613 0.8658536585365854 0.6901408450704225 0.9161290322580645 0.645 0.0 0.769 0.0 0.9104117108038381 0.935064935064935 0.832214765100671 0.8866995073891626 0.96875 0.989010989010989 0.7294117647058823 0.678
distiluse-base-multilingual-cased-v2 1 0.568 0.0 0.562 0.0 0.37236344891255296 0.49851101846337104 0.32096774193548383 0.9905325443786982 0.1918997107039537 0.33306804615996816 0.9802955665024631 0.565 0.0 0.548 0.0 0.3375734308427404 0.4054669703872437 0.31853785900783294 0.9888888888888889 0.19003115264797507 0.25501432664756446 0.9838709677419355 0.567 0.0 0.529 0.0 0.3313938723247285 0.4962962962962963 0.2608695652173913 0.9852941176470589 0.1509433962264151 0.3316831683168317 0.96 0.559 0.0 0.562 0.0 0.3585272645708605 0.2603550295857988 0.37185929648241206 1.0 0.22839506172839505 0.14965986394557823 1.0 0.537 0.0 0.564 0.0 0.4951651777211048 0.7270233196159122 0.22568093385214008 1.0 0.12719298245614036 0.5711206896551724 1.0 0.496 0.0 0.51 0.0 0.34941757423301745 0.47876447876447875 0.3005181347150259 1.0 0.17682926829268292 0.3147208121827411 1.0 0.288 0.0 0.269 0.0 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.696
distiluse-base-multilingual-cased-v2_mask 1 0.663 0.0 0.692 0.0 0.8238561265548582 0.711135611907387 0.8697813121272366 0.7633136094674556 0.8437801350048216 0.6656346749226006 0.8974358974358975 0.637 0.0 0.624 0.0 0.76374373692932 0.5679012345679013 0.8186528497409326 0.7666666666666667 0.7383177570093458 0.45098039215686275 0.9186046511627907 0.694 0.0 0.691 0.0 0.8043831177675391 0.6853146853146852 0.8553054662379421 0.7205882352941176 0.8364779874213837 0.6533333333333333 0.875 0.556 0.0 0.576 0.0 0.7311486048020766 0.3999999999999999 0.7761194029850746 0.9090909090909091 0.6419753086419753 0.2564102564102564 0.9811320754716981 0.771 0.0 0.786 0.0 0.8843631540643953 0.8926553672316385 0.8747252747252747 0.8943396226415095 0.8728070175438597 0.8909774436090225 0.8766519823788547 0.676 0.0 0.702 0.0 0.8371551752082725 0.7285714285714286 0.8782051282051282 0.8225806451612904 0.8353658536585366 0.6538461538461539 0.9256756756756757 0.669 0.0 0.783 0.0 0.9312061923918585 0.9514066496163682 0.8671328671328671 0.916256157635468 0.96875 0.9893617021276596 0.7848101265822784 0.696
multi-qa-MiniLM-L6-dot-v1 1 0.475 0.0 0.474 0.0 0.571419899894584 0.5500354861603974 0.5801324503311258 0.9171597633136095 0.4223722275795564 0.3928028383172833 0.9260042283298098 0.482 0.0 0.484 0.0 0.6189432457848562 0.4924924924924925 0.65439672801636 0.9111111111111111 0.4984423676012461 0.3374485596707819 0.9523809523809523 0.471 0.0 0.457 0.0 0.5794173447967229 0.5529953917050692 0.5907172995780591 0.8823529411764706 0.44025157232704404 0.40268456375838924 0.8974358974358975 0.513 0.0 0.514 0.0 0.6742343114157208 0.3793103448275862 0.7142857142857143 1.0 0.5555555555555556 0.23404255319148937 1.0 0.431 0.0 0.461 0.0 0.6149601217556124 0.7547723935389132 0.4524590163934426 0.969811320754717 0.3026315789473684 0.6177884615384616 0.8961038961038961 0.396 0.0 0.429 0.0 0.5625156046272922 0.5454545454545455 0.5689655172413793 0.967741935483871 0.4024390243902439 0.379746835443038 0.9705882352941176 0.122 0.046 0.112 0.068 0.6695019482266191 0.8546637744034707 0.08219178082191782 0.9704433497536946 0.046875 0.7635658914728682 0.3333333333333333 0.311
multi-qa-MiniLM-L6-dot-v1_mask 1 0.535 0.0 0.555 0.0 0.757955287130931 0.6209048361934478 0.8137931034482759 0.7065088757396449 0.7680810028929604 0.5538033395176253 0.8652906029331885 0.547 0.0 0.552 0.0 0.766619140238457 0.5579399141630902 0.8251273344651953 0.7222222222222222 0.7570093457943925 0.45454545454545453 0.9067164179104478 0.537 0.0 0.544 0.0 0.735737452168055 0.6075949367088608 0.7905405405405406 0.7058823529411765 0.7358490566037735 0.5333333333333333 0.8540145985401459 0.575 0.0 0.565 0.0 0.8114369095315823 0.45333333333333337 0.8600682593856656 0.7727272727272727 0.7777777777777778 0.32075471698113206 0.9618320610687023 0.618 0.0 0.626 0.0 0.7787947810731652 0.7954971857410881 0.759381898454746 0.8 0.7543859649122807 0.7910447761194029 0.7644444444444445 0.465 0.0 0.522 0.0 0.7692689967955033 0.619718309859155 0.8258064516129032 0.7096774193548387 0.7804878048780488 0.55 0.8767123287671232 0.5 0.0 0.521 0.0 0.8008600306080118 0.8593350383631713 0.6153846153846154 0.8275862068965517 0.6875 0.8936170212765957 0.5569620253164557 0.311
multi-qa-distilbert-dot-v1 1 0.532 0.0 0.525 0.0 0.5385479974349329 0.5474822575194322 0.5349079541507469 0.9585798816568047 0.3712632594021215 0.38315988647114474 0.9565217391304348 0.484 0.0 0.498 0.0 0.540517064267315 0.45479452054794517 0.5645514223194749 0.9222222222222223 0.40186915887850466 0.3018181818181818 0.9485294117647058 0.468 0.0 0.454 0.0 0.5178891592988509 0.5384615384615384 0.509090909090909 0.9264705882352942 0.3522012578616352 0.3795180722891566 0.9180327868852459 0.517 0.0 0.55 0.0 0.5788860087301021 0.30534351145038174 0.6160337552742616 0.9090909090909091 0.4506172839506173 0.1834862385321101 0.9733333333333334 0.485 0.0 0.512 0.0 0.6037972858021059 0.7579250720461096 0.4246575342465753 0.9924528301886792 0.2719298245614035 0.6130536130536131 0.96875 0.439 0.0 0.466 0.0 0.5363169726976207 0.5333333333333332 0.5374449339207049 0.967741935483871 0.3719512195121951 0.36809815950920244 0.9682539682539683 0.147 0.016 0.146 0.017 0.6655452211715838 0.8656716417910448 0.03076923076923077 1.0 0.015625 0.7631578947368421 1.0 0.562
multi-qa-distilbert-dot-v1_mask 1 0.632 0.0 0.649 0.0 0.8072702634008488 0.6735751295336787 0.8617410387710315 0.6923076923076923 0.851976856316297 0.655829596412556 0.8717316230883079 0.604 0.0 0.594 0.0 0.7779251830461865 0.5471698113207547 0.8426229508196721 0.6444444444444445 0.8006230529595015 0.47540983606557374 0.889273356401384 0.596 0.0 0.606 0.0 0.7787802452495235 0.6268656716417911 0.8437500000000001 0.6176470588235294 0.8490566037735849 0.6363636363636364 0.8385093167701864 0.618 0.0 0.593 0.0 0.7898320070733864 0.4102564102564102 0.8413793103448276 0.7272727272727273 0.7530864197530864 0.2857142857142857 0.953125 0.698 0.0 0.716 0.0 0.8521175093466629 0.8588007736943907 0.8443496801705757 0.8377358490566038 0.868421052631579 0.8809523809523809 0.8215767634854771 0.597 0.0 0.657 0.0 0.8495575221238938 0.7258064516129032 0.8963414634146342 0.7258064516129032 0.8963414634146342 0.7258064516129032 0.8963414634146342 0.559 0.0 0.606 0.0 0.8582503152527589 0.9007633587786261 0.7234042553191489 0.8719211822660099 0.796875 0.9315789473684211 0.6623376623376623 0.562
multi-qa-mpnet-base-dot-v1 1 0.534 0.0 0.526 0.0 0.5685528695988916 0.5530569219957836 0.5748663101604279 0.9313609467455621 0.4146576663452266 0.3933033483258371 0.9368191721132898 0.529 0.0 0.539 0.0 0.5562749160804368 0.4754098360655738 0.5789473684210527 0.9666666666666667 0.411214953271028 0.31521739130434784 0.9777777777777777 0.549 0.0 0.539 0.0 0.5623022911336398 0.5676855895196508 0.5599999999999999 0.9558823529411765 0.39622641509433965 0.40372670807453415 0.9545454545454546 0.49 0.0 0.514 0.0 0.5643745337493354 0.32116788321167883 0.5974025974025974 1.0 0.42592592592592593 0.19130434782608696 1.0 0.443 0.0 0.468 0.0 0.6323741141009261 0.7614814814814814 0.4823151125401929 0.969811320754717 0.32894736842105265 0.6268292682926829 0.9036144578313253 0.472 0.0 0.491 0.0 0.5778411383382198 0.5529953917050691 0.5872340425531914 0.967741935483871 0.42073170731707316 0.3870967741935484 0.971830985915493 0.134 0.028 0.147 0.017 0.6919043106023239 0.8602620087336245 0.15789473684210525 0.9704433497536946 0.09375 0.7725490196078432 0.5 0.489
multi-qa-mpnet-base-dot-v1_mask 1 0.644 0.0 0.657 0.0 0.8019043360193359 0.6840425531914893 0.8499242041435069 0.7609467455621302 0.81099324975892 0.621256038647343 0.8927813163481954 0.64 0.0 0.636 0.0 0.8074041448569791 0.6351931330472103 0.8556876061120544 0.8222222222222222 0.7850467289719626 0.5174825174825175 0.9402985074626866 0.667 0.0 0.679 0.0 0.8324746236037963 0.7417218543046358 0.8712871287128713 0.8235294117647058 0.8301886792452831 0.6746987951807228 0.9166666666666666 0.574 0.0 0.558 0.0 0.7913184376599011 0.43902439024390244 0.8391608391608392 0.8181818181818182 0.7407407407407407 0.3 0.967741935483871 0.695 0.0 0.706 0.0 0.8419065489269724 0.8511450381679391 0.8311688311688312 0.8415094339622642 0.8421052631578947 0.861003861003861 0.8205128205128205 0.599 0.0 0.641 0.0 0.8528055996524309 0.746268656716418 0.8930817610062892 0.8064516129032258 0.8658536585365854 0.6944444444444444 0.922077922077922 0.56 0.0 0.628 0.0 0.8409808252504882 0.8871794871794871 0.6944444444444444 0.8522167487684729 0.78125 0.9251336898395722 0.625 0.489
multi-qa-MiniLM-L6-cos-v1 1 0.545 0.0 0.534 0.0 0.49835543932846366 0.5346792575708238 0.48355619804842787 0.9715976331360947 0.32256509161041463 0.3688230008984726 0.9653679653679653 0.567 0.0 0.551 0.0 0.5075939611007844 0.45714285714285713 0.5217391304347826 0.9777777777777777 0.35514018691588783 0.2983050847457627 0.9827586206896551 0.575 0.0 0.542 0.0 0.5117048869858783 0.55 0.49532710280373826 0.9705882352941176 0.3333333333333333 0.38372093023255816 0.9636363636363636 0.567 0.0 0.556 0.0 0.5179546997801548 0.30344827586206896 0.547085201793722 1.0 0.3765432098765432 0.17886178861788618 1.0 0.481 0.0 0.522 0.0 0.5802095692376623 0.7510668563300141 0.38162544169611307 0.9962264150943396 0.23684210526315788 0.6027397260273972 0.9818181818181818 0.456 0.0 0.478 0.0 0.5015054497436807 0.5236051502145923 0.4931506849315069 0.9838709677419355 0.32926829268292684 0.3567251461988304 0.9818181818181818 0.142 0.02 0.164 0.007 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.618
multi-qa-MiniLM-L6-cos-v1_mask 1 0.685 0.0 0.702 0.0 0.8354691021255363 0.7293857221914776 0.8786901513272141 0.7798816568047338 0.8539054966248795 0.685031185031185 0.9049565661727134 0.68 0.0 0.658 0.0 0.797675835264843 0.611353711790393 0.8499156829679596 0.7777777777777778 0.7850467289719626 0.5035971223021583 0.9264705882352942 0.706 0.0 0.697 0.0 0.8083986808004926 0.6901408450704226 0.858974358974359 0.7205882352941176 0.8427672955974843 0.6621621621621622 0.8758169934640523 0.644 0.0 0.625 0.0 0.7971610280269117 0.4827586206896552 0.8398576512455516 0.9545454545454546 0.7283950617283951 0.3230769230769231 0.9915966386554622 0.74 0.0 0.764 0.0 0.882314947773684 0.8909774436090225 0.8722466960352423 0.8943396226415095 0.868421052631579 0.8876404494382022 0.8761061946902655 0.621 0.0 0.669 0.0 0.8487551787850495 0.7407407407407408 0.8895899053627759 0.8064516129032258 0.8597560975609756 0.684931506849315 0.9215686274509803 0.59 0.0 0.716 0.0 0.9157107459283979 0.9420654911838792 0.8321167883211679 0.9211822660098522 0.890625 0.9639175257731959 0.7808219178082192 0.618
multi-qa-distilbert-cos-v1 1 0.564 0.0 0.551 0.0 0.45771501991788544 0.5243634077334172 0.430560782837787 0.98698224852071 0.2757955641272903 0.3570205479452055 0.9811320754716981 0.546 0.0 0.552 0.0 0.4767475257215722 0.44836272040302266 0.4847058823529412 0.9888888888888889 0.32087227414330216 0.2899022801302932 0.9903846153846154 0.549 0.0 0.532 0.0 0.45666253196454437 0.5338645418326693 0.4236453201970444 0.9852941176470589 0.27044025157232704 0.366120218579235 0.9772727272727273 0.547 0.0 0.565 0.0 0.5119440464884182 0.3013698630136986 0.5405405405405406 1.0 0.37037037037037035 0.1774193548387097 1.0 0.427 0.0 0.472 0.0 0.5704748715936506 0.7478753541076487 0.36428571428571427 0.9962264150943396 0.2236842105263158 0.5986394557823129 0.9807692307692307 0.464 0.0 0.473 0.0 0.48449244204456454 0.516949152542373 0.47222222222222227 0.9838709677419355 0.31097560975609756 0.3505747126436782 0.9807692307692307 0.049 0.424 0.05 0.415 0.6567694637022871 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0 0.643
multi-qa-distilbert-cos-v1_mask 1 0.696 0.0 0.713 0.0 0.8213725511193499 0.7225939269171384 0.8616174582798459 0.8307692307692308 0.8090646094503375 0.639344262295082 0.9214717188358045 0.681 0.0 0.664 0.0 0.7798826231875456 0.6016260162601627 0.829861111111111 0.8222222222222222 0.7445482866043613 0.47435897435897434 0.9372549019607843 0.711 0.0 0.702 0.0 0.8035466686680359 0.7051282051282051 0.8456375838926176 0.8088235294117647 0.7924528301886793 0.625 0.9064748201438849 0.626 0.0 0.617 0.0 0.7662322316060196 0.4222222222222223 0.8129496402877698 0.8636363636363636 0.6975308641975309 0.27941176470588236 0.9741379310344828 0.726 0.0 0.747 0.0 0.873932066989109 0.8856088560885608 0.8603603603603603 0.9056603773584906 0.8377192982456141 0.8664259927797834 0.8842592592592593 0.653 0.0 0.677 0.0 0.8421261128538386 0.7412587412587414 0.8802588996763754 0.8548387096774194 0.8292682926829268 0.654320987654321 0.9379310344827586 0.571 0.0 0.695 0.0 0.9079732206087421 0.93734335839599 0.8148148148148148 0.9211822660098522 0.859375 0.9540816326530612 0.7746478873239436 0.643
multi-qa-mpnet-base-cos-v1 1 0.569 0.0 0.556 0.0 0.569631567384448 0.5590798187521785 0.5739306163691479 0.9491124260355029 0.4108003857280617 0.39624505928853754 0.9519553072625698 0.581 0.0 0.591 0.0 0.5869166454573961 0.4972067039106145 0.6120689655172413 0.9888888888888889 0.4423676012461059 0.332089552238806 0.993006993006993 0.615 0.0 0.604 0.0 0.6105781774772905 0.6008968609865472 0.6147186147186147 0.9852941176470589 0.44654088050314467 0.432258064516129 0.9861111111111112 0.532 0.0 0.542 0.0 0.575543391871065 0.3259259259259259 0.6094420600858369 1.0 0.4382716049382716 0.19469026548672566 1.0 0.484 0.0 0.511 0.0 0.6220191388665605 0.7645348837209304 0.4563758389261745 0.9924528301886792 0.2982456140350877 0.6217494089834515 0.9714285714285714 0.523 0.0 0.529 0.0 0.5504399827001131 0.5446428571428572 0.5526315789473684 0.9838709677419355 0.38414634146341464 0.3765432098765432 0.984375 0.153 0.013 0.169 0.006 0.6962279293739967 0.8706896551724137 0.14285714285714285 0.9950738916256158 0.078125 0.7739463601532567 0.8333333333333334 0.593
multi-qa-mpnet-base-cos-v1_mask 1 0.694 0.0 0.708 0.0 0.8356120640534481 0.7221584385763491 0.8818359375000001 0.744378698224852 0.8707810993249759 0.7012263099219621 0.8931750741839762 0.688 0.0 0.681 0.0 0.8236400925299991 0.6515837104072398 0.8718801996672213 0.8 0.8161993769470405 0.549618320610687 0.9357142857142857 0.717 0.0 0.717 0.0 0.8478535360414194 0.7552447552447551 0.8874598070739551 0.7941176470588235 0.8679245283018868 0.72 0.9078947368421053 0.627 0.0 0.626 0.0 0.8081074847191788 0.46153846153846156 0.8551724137931034 0.8181818181818182 0.7654320987654321 0.32142857142857145 0.96875 0.75 0.0 0.77 0.0 0.8783313752599916 0.8863636363636364 0.868995633187773 0.8830188679245283 0.8728070175438597 0.8897338403041825 0.8652173913043478 0.669 0.0 0.701 0.0 0.8481879651273994 0.7368421052631579 0.890282131661442 0.7903225806451613 0.8658536585365854 0.6901408450704225 0.9161290322580645 0.627 0.0 0.73 0.0 0.9087681923867816 0.9367088607594936 0.8201438848920863 0.9113300492610837 0.890625 0.9635416666666666 0.76 0.593
msmarco-distilbert-base-tas-b 1 0.46 0.0 0.445 0.0 0.47805442879924287 0.523840206185567 0.4594001463057791 0.9621301775147929 0.30279652844744454 0.3598937583001328 0.9515151515151515 0.477 0.0 0.479 0.0 0.4988391701948148 0.45360824742268036 0.511520737327189 0.9777777777777777 0.34579439252336447 0.2953020134228188 0.9823008849557522 0.508 0.0 0.475 0.0 0.4805884881490482 0.5425101214574899 0.4541062801932367 0.9852941176470589 0.29559748427672955 0.3743016759776536 0.9791666666666666 0.432 0.0 0.439 0.0 0.5320717886440601 0.2978723404255319 0.5638766519823788 0.9545454545454546 0.3950617283950617 0.17647058823529413 0.9846153846153847 0.432 0.0 0.482 0.0 0.5834200780348254 0.7521367521367522 0.3873239436619718 0.9962264150943396 0.2412280701754386 0.6041189931350115 0.9821428571428571 0.436 0.0 0.462 0.0 0.49353643428939664 0.5254237288135594 0.48148148148148145 1.0 0.3170731707317073 0.3563218390804598 1.0 0.097 0.112 0.152 0.013 0.6802939143540909 0.8669527896995708 0.08823529411764706 0.9950738916256158 0.046875 0.7680608365019012 0.75 0.196
msmarco-distilbert-base-tas-b_mask 1 0.622 0.0 0.626 0.0 0.8013276470638991 0.6816479400749064 0.8500881834215167 0.7538461538461538 0.813404050144648 0.6220703125 0.8902374670184696 0.607 0.0 0.58 0.0 0.7555707601299837 0.5622489959839357 0.8097731239092496 0.7777777777777778 0.7227414330218068 0.44025157232704404 0.9206349206349206 0.664 0.0 0.635 0.0 0.7849428085632583 0.6666666666666666 0.8355263157894737 0.7352941176470589 0.7987421383647799 0.6097560975609756 0.8758620689655172 0.521 0.0 0.515 0.0 0.7356374476949877 0.40404040404040403 0.7806691449814126 0.9090909090909091 0.6481481481481481 0.2597402597402597 0.9813084112149533 0.753 0.0 0.761 0.0 0.888193457285673 0.8983364140480591 0.8764044943820224 0.9169811320754717 0.8552631578947368 0.8804347826086957 0.8986175115207373 0.651 0.0 0.668 0.0 0.8632705166195574 0.7746478873239436 0.896774193548387 0.8870967741935484 0.8475609756097561 0.6875 0.952054794520548 0.573 0.0 0.718 0.0 0.9153353629600426 0.9423558897243107 0.8296296296296297 0.9261083743842364 0.875 0.9591836734693877 0.7887323943661971 0.196
msmarco-distilbert-dot-v5 1 0.499 0.0 0.484 0.0 0.5174498820394615 0.5364878373875375 0.5096933380331335 0.9526627218934911 0.34860173577627773 0.37337662337662336 0.9475753604193972 0.475 0.0 0.489 0.0 0.5192868987120942 0.45212765957446804 0.5381165919282511 0.9444444444444444 0.37383177570093457 0.2972027972027972 0.96 0.529 0.0 0.505 0.0 0.4913168529508137 0.5371900826446281 0.4716981132075472 0.9558823529411765 0.31446540880503143 0.3735632183908046 0.9433962264150944 0.395 0.0 0.408 0.0 0.5624469625118554 0.2985074626865672 0.5982905982905983 0.9090909090909091 0.43209876543209874 0.17857142857142858 0.9722222222222222 0.399 0.0 0.456 0.0 0.6115798325920929 0.7619047619047619 0.4368600682593856 0.9962264150943396 0.2807017543859649 0.616822429906542 0.9846153846153847 0.467 0.0 0.488 0.0 0.5539810880234255 0.5511111111111111 0.5550660792951542 1.0 0.38414634146341464 0.3803680981595092 1.0 -0.042 0.491 0.02 0.75 0.6635906748266298 0.8632478632478632 0.030303030303030304 0.9950738916256158 0.015625 0.7622641509433963 0.5 0.227
msmarco-distilbert-dot-v5_mask 1 0.657 0.0 0.678 0.0 0.8332203794692224 0.7094068304373877 0.8836651475173903 0.7005917159763314 0.8881388621022179 0.7184466019417476 0.879236276849642 0.646 0.0 0.635 0.0 0.8207578959318632 0.6280193236714976 0.8747967479674797 0.7222222222222222 0.838006230529595 0.5555555555555556 0.9149659863945578 0.715 0.0 0.704 0.0 0.8590308370044053 0.7647058823529412 0.89937106918239 0.7647058823529411 0.89937106918239 0.7647058823529411 0.89937106918239 0.527 0.0 0.522 0.0 0.7908200189277962 0.36619718309859156 0.8484848484848485 0.5909090909090909 0.7777777777777778 0.2653061224489796 0.9333333333333333 0.76 0.0 0.781 0.0 0.8865605530034704 0.8914728682170543 0.8808510638297873 0.8679245283018868 0.9078947368421053 0.9163346613545816 0.8553719008264463 0.694 0.0 0.724 0.0 0.8624827265568297 0.7479674796747967 0.9057750759878421 0.7419354838709677 0.9085365853658537 0.7540983606557377 0.9030303030303031 0.541 0.0 0.712 0.0 0.9091348174697171 0.9363867684478371 0.822695035460993 0.9064039408866995 0.90625 0.968421052631579 0.7532467532467533 0.227
msmarco-bert-base-dot-v5 1 0.483 0.0 0.47 0.0 0.4776690370729425 0.5244530244530244 0.4586080586080586 0.9644970414201184 0.3018322082931533 0.36014140521431726 0.9542682926829268 0.444 0.0 0.457 0.0 0.4858174804281229 0.4352331606217617 0.4999999999999999 0.9333333333333333 0.3395638629283489 0.28378378378378377 0.9478260869565217 0.506 0.0 0.476 0.0 0.4648324283447333 0.5224489795918367 0.44019138755980863 0.9411764705882353 0.2893081761006289 0.3615819209039548 0.92 0.342 0.0 0.383 0.0 0.5226186934651523 0.2836879432624114 0.5550660792951542 0.9090909090909091 0.3888888888888889 0.16806722689075632 0.9692307692307692 0.296 0.0 0.354 0.0 0.5722766375476356 0.7446504992867332 0.3719298245614035 0.9849056603773585 0.2324561403508772 0.5986238532110092 0.9298245614035088 0.436 0.0 0.462 0.0 0.4878029633990776 0.5232067510548523 0.47441860465116276 1.0 0.31097560975609756 0.35428571428571426 1.0 -0.135 0.028 -0.097 0.116 0.6658507223113964 0.8577586206896551 0.05714285714285714 0.9802955665024631 0.03125 0.7624521072796935 0.3333333333333333 0.107
msmarco-bert-base-dot-v5_mask 1 0.676 0.0 0.69 0.0 0.8367513151332283 0.7201405152224825 0.8842615012106537 0.727810650887574 0.8804243008678881 0.712630359212051 0.8881322957198443 0.592 0.0 0.597 0.0 0.8042049722653507 0.5922330097087379 0.8636363636363636 0.6777777777777778 0.8286604361370716 0.5258620689655172 0.9016949152542373 0.694 0.0 0.689 0.0 0.8278268021242349 0.7111111111111111 0.877742946708464 0.7058823529411765 0.8805031446540881 0.7164179104477612 0.875 0.427 0.0 0.443 0.0 0.7908200189277962 0.36619718309859156 0.8484848484848485 0.5909090909090909 0.7777777777777778 0.2653061224489796 0.9333333333333333 0.759 0.0 0.779 0.0 0.8865363018877022 0.8923076923076922 0.8798283261802575 0.8754716981132076 0.8991228070175439 0.9098039215686274 0.8613445378151261 0.674 0.0 0.698 0.0 0.8731750322988565 0.7751937984496124 0.9102167182662537 0.8064516129032258 0.8963414634146342 0.746268656716418 0.9245283018867925 0.561 0.0 0.738 0.0 0.9022403786621149 0.9309462915601023 0.8111888111888113 0.896551724137931 0.90625 0.9680851063829787 0.7341772151898734 0.107
msmarco-MiniLM-L6-cos-v5 1 0.465 0.0 0.458 0.0 0.5282506963673097 0.5425888665325285 0.5224089635854342 0.9573964497041421 0.35969141755062684 0.37856808610201215 0.9539641943734015 0.448 0.0 0.471 0.0 0.5154527960725312 0.4538258575197889 0.5327313769751693 0.9555555555555556 0.367601246105919 0.2975778546712803 0.9672131147540983 0.472 0.0 0.463 0.0 0.5103937398661668 0.540084388185654 0.49769585253456217 0.9411764705882353 0.33962264150943394 0.378698224852071 0.9310344827586207 0.394 0.0 0.447 0.0 0.5357017054229959 0.30985915492957744 0.5663716814159292 1.0 0.3950617283950617 0.18333333333333332 1.0 0.391 0.0 0.437 0.0 0.6044213674186535 0.7496339677891655 0.4356435643564356 0.9660377358490566 0.2894736842105263 0.6124401913875598 0.88 0.438 0.0 0.462 0.0 0.5309734513274337 0.5309734513274337 0.5309734513274337 0.967741935483871 0.36585365853658536 0.36585365853658536 0.967741935483871 0.024 0.7 0.096 0.119 0.6895166315912264 0.8577680525164113 0.15584415584415584 0.9655172413793104 0.09375 0.7716535433070866 0.46153846153846156 0.651
msmarco-MiniLM-L6-cos-v5_mask 1 0.6 0.0 0.618 0.0 0.7970979976009678 0.6534653465346535 0.8556175685513225 0.663905325443787 0.8500482160077145 0.643348623853211 0.8612603810454323 0.561 0.0 0.58 0.0 0.776667229463996 0.5857740585774058 0.830188679245283 0.7777777777777778 0.7538940809968847 0.4697986577181208 0.9236641221374046 0.625 0.0 0.638 0.0 0.7969889156713067 0.6802721088435374 0.8469055374592835 0.7352941176470589 0.8176100628930818 0.6329113924050633 0.8783783783783784 0.459 0.0 0.524 0.0 0.7665406427221172 0.43478260869565216 0.8115942028985507 0.9090909090909091 0.691358024691358 0.2857142857142857 0.9824561403508771 0.73 0.0 0.745 0.0 0.8600185549200574 0.8700564971751412 0.8483516483516483 0.8716981132075472 0.8464912280701754 0.868421052631579 0.8502202643171806 0.621 0.0 0.653 0.0 0.8354886113762461 0.7164179104477612 0.880503144654088 0.7741935483870968 0.8536585365853658 0.6666666666666666 0.9090909090909091 0.585 0.0 0.711 0.0 0.8863927445121883 0.9219143576826196 0.7737226277372263 0.9014778325123153 0.828125 0.9432989690721649 0.726027397260274 0.651
msmarco-MiniLM-L12-cos-v5 1 0.471 0.0 0.46 0.0 0.5477705062890152 0.5431331953071084 0.5496598639455782 0.9313609467455621 0.38958534233365477 0.38334145153434 0.9330254041570438 0.434 0.0 0.454 0.0 0.5663072782889186 0.4835164835164835 0.5895196506550219 0.9777777777777777 0.4205607476635514 0.32116788321167883 0.9854014598540146 0.487 0.0 0.458 0.0 0.5482189469683644 0.5702127659574469 0.5388127853881278 0.9852941176470589 0.3710691823899371 0.40119760479041916 0.9833333333333333 0.329 0.0 0.408 0.0 0.5988699967424091 0.32558139534883723 0.6359832635983264 0.9545454545454546 0.4691358024691358 0.19626168224299065 0.987012987012987 0.349 0.0 0.38 0.0 0.6136345214562874 0.7470238095238095 0.45859872611464964 0.9471698113207547 0.3157894736842105 0.6167076167076168 0.8372093023255814 0.448 0.0 0.448 0.0 0.5902022706439366 0.5688073394495413 0.5982905982905983 1.0 0.4268292682926829 0.3974358974358974 1.0 -0.028 0.653 -0.049 0.423 0.6450098170238742 0.8325991189427312 0.05 0.9310344827586207 0.03125 0.7529880478087649 0.125 0.635
msmarco-MiniLM-L12-cos-v5_mask 1 0.607 0.0 0.63 0.0 0.8080144191910983 0.6736111111111112 0.8627737226277372 0.6887573964497041 0.8548698167791707 0.6591166477916195 0.8708251473477406 0.575 0.0 0.578 0.0 0.7757670809495627 0.5585585585585585 0.8366666666666667 0.6888888888888889 0.7819314641744548 0.4696969696969697 0.899641577060932 0.663 0.0 0.658 0.0 0.792509223072796 0.6518518518518519 0.852664576802508 0.6470588235294118 0.8553459119496856 0.6567164179104478 0.85 0.455 0.0 0.507 0.0 0.7701158317638332 0.4137931034482759 0.8185053380782917 0.8181818181818182 0.7098765432098766 0.27692307692307694 0.9663865546218487 0.743 0.0 0.765 0.0 0.8581703773596279 0.8653846153846154 0.849785407725322 0.8490566037735849 0.868421052631579 0.8823529411764706 0.8319327731092437 0.647 0.0 0.673 0.0 0.8428998473631025 0.7230769230769231 0.8881987577639753 0.7580645161290323 0.8719512195121951 0.6911764705882353 0.9050632911392406 0.597 0.0 0.72 0.0 0.8771215467844681 0.9128205128205128 0.7638888888888888 0.8768472906403941 0.859375 0.9518716577540107 0.6875 0.635
msmarco-distilbert-cos-v5 1 0.477 0.0 0.463 0.0 0.41182635420196045 0.5056696291756053 0.37359223300970873 0.9763313609467456 0.23191899710703953 0.3411910669975186 0.9600798403193613 0.453 0.0 0.468 0.0 0.4810293082366891 0.4467005076142133 0.4906542056074767 0.9777777777777777 0.32710280373831774 0.2894736842105263 0.9813084112149533 0.512 0.0 0.498 0.0 0.459874370067592 0.5396825396825397 0.42574257425742573 1.0 0.27044025157232704 0.3695652173913043 1.0 0.364 0.0 0.381 0.0 0.5167507546239344 0.2816901408450704 0.5486725663716814 0.9090909090909091 0.38271604938271603 0.16666666666666666 0.96875 0.276 0.0 0.316 0.0 0.5656487465553771 0.7450424929178471 0.35714285714285715 0.9924528301886792 0.21929824561403508 0.5963718820861678 0.9615384615384616 0.448 0.0 0.472 0.0 0.47620691627331535 0.5188284518828451 0.460093896713615 1.0 0.29878048780487804 0.3502824858757062 1.0 -0.154 0.012 -0.204 0.001 0.6616315721874232 0.860813704496788 0.029850746268656716 0.9901477832512315 0.015625 0.7613636363636364 0.3333333333333333 0.699
msmarco-distilbert-cos-v5_mask 1 0.659 0.0 0.674 0.0 0.7878677916683624 0.6882239382239381 0.8284652150823154 0.8437869822485207 0.7521697203471552 0.5810920945395273 0.9219858156028369 0.633 0.0 0.633 0.0 0.7758664692971262 0.6 0.8251748251748251 0.8333333333333334 0.735202492211838 0.46875 0.9402390438247012 0.708 0.0 0.7 0.0 0.8092368281384028 0.7272727272727274 0.8442906574394464 0.8823529411764706 0.7672955974842768 0.6185567010309279 0.9384615384615385 0.51 0.0 0.516 0.0 0.751525037730563 0.3529411764705882 0.8056537102473498 0.6818181818181818 0.7037037037037037 0.23809523809523808 0.9421487603305785 0.738 0.0 0.753 0.0 0.8591336591506018 0.8756756756756757 0.8399071925754061 0.9169811320754717 0.793859649122807 0.8379310344827586 0.8916256157635468 0.671 0.0 0.7 0.0 0.8344271177207283 0.7346938775510204 0.8721311475409838 0.8709677419354839 0.8109756097560976 0.6352941176470588 0.9432624113475178 0.596 0.0 0.709 0.0 0.8870240980287245 0.926470588235294 0.7619047619047619 0.9310344827586207 0.75 0.9219512195121952 0.7741935483870968 0.699
cross-encoder/ms-marco-TinyBERT-L-2-v2 1 0.348 0.0 0.334 0.0 0.309349533456949 0.239662447257384 0.4803921568627451 0.1369334619093539 0.9857988165680474 0.9594594594594594 0.31757529546321006 0.392 0.0 0.381 0.0 0.35048477431700037 0.33505154639175255 0.4055299539170507 0.20249221183800623 0.9777777777777777 0.9701492537313433 0.2558139534883721 0.354 0.0 0.316 0.0 0.29963542918978947 0.22099447513812154 0.4835164835164836 0.12578616352201258 0.9705882352941176 0.9090909090909091 0.32195121951219513 0.472 0.0 0.449 0.0 0.41547394004860927 0.4347826086956522 0.2732919254658385 0.2777777777777778 1.0 1.0 0.15827338129496402 0.326 0.0 0.383 0.0 0.47622179568059486 0.1904761904761905 0.7220708446866485 0.10526315789473684 1.0 1.0 0.5650319829424307 0.354 0.0 0.403 0.0 0.31413076348116825 0.2553191489361702 0.46969696969696967 0.14634146341463414 1.0 1.0 0.3069306930693069 0.046 0.454 -0.022 0.724 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 -9.039999961853027
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 1 0.608 0.0 0.572 0.0 0.803932966491982 0.8592339595023176 0.6682001150086258 0.8490838958534234 0.6875739644970414 0.8696296296296296 0.6498881431767338 0.552 0.0 0.507 0.0 0.7484924715191137 0.8115449915110355 0.5236051502145923 0.7445482866043613 0.6777777777777778 0.8917910447761194 0.42657342657342656 0.592 0.0 0.566 0.0 0.7915839250231472 0.853582554517134 0.6466165413533834 0.8616352201257862 0.6323529411764706 0.845679012345679 0.6615384615384615 0.492 0.0 0.463 0.0 0.7132251784555482 0.7611940298507462 0.36000000000000004 0.6296296296296297 0.8181818181818182 0.9622641509433962 0.23076923076923078 0.734 0.0 0.669 0.0 0.8561086686799053 0.8466522678185746 0.864244741873805 0.8596491228070176 0.8528301886792453 0.8340425531914893 0.875968992248062 0.617 0.0 0.631 0.0 0.8314700563604837 0.8769716088328076 0.7111111111111111 0.8475609756097561 0.7741935483870968 0.9084967320261438 0.6575342465753424 0.613 0.0 0.589 0.0 0.8847578078595092 0.7808219178082191 0.9175257731958765 0.890625 0.8768472906403941 0.6951219512195121 0.9621621621621622 -9.039999961853027
cross-encoder/ms-marco-MiniLM-L-2-v2 1 0.379 0.0 0.37 0.0 0.30764410396341196 0.2374313476975074 0.47997695188706424 0.13548698167791706 0.9857988165680474 0.9590443686006825 0.3172124904798172 0.412 0.0 0.405 0.0 0.35756441449872106 0.3435897435897436 0.4074074074074074 0.2087227414330218 0.9777777777777777 0.9710144927536232 0.2573099415204678 0.4 0.0 0.368 0.0 0.29963542918978947 0.22099447513812154 0.4835164835164836 0.12578616352201258 0.9705882352941176 0.9090909090909091 0.32195121951219513 0.434 0.0 0.441 0.0 0.4290722518130661 0.44976076555023925 0.27672955974842767 0.29012345679012347 1.0 1.0 0.16058394160583941 0.306 0.0 0.357 0.0 0.4876600727559291 0.2117647058823529 0.7250341997264023 0.11842105263157894 1.0 1.0 0.5686695278969958 0.366 0.0 0.375 0.0 0.3354974816102428 0.28272251308900526 0.47509578544061304 0.16463414634146342 1.0 1.0 0.31155778894472363 -0.032 0.603 -0.085 0.164 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 -8.079000473022461
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 1 0.595 0.0 0.61 0.0 0.8085323689538156 0.8690080683436164 0.6600985221674878 0.8828351012536162 0.6343195266272189 0.8556074766355141 0.6880616174582799 0.544 0.0 0.524 0.0 0.7483099888209377 0.8166666666666667 0.5045045045045045 0.7632398753894081 0.6222222222222222 0.8781362007168458 0.42424242424242425 0.599 0.0 0.609 0.0 0.7845328504635011 0.8527607361963191 0.625 0.8742138364779874 0.5882352941176471 0.8323353293413174 0.6666666666666666 0.471 0.0 0.49 0.0 0.7219153662802082 0.7737226277372262 0.3404255319148936 0.654320987654321 0.7272727272727273 0.9464285714285714 0.2222222222222222 0.756 0.0 0.731 0.0 0.848080714237754 0.8427672955974843 0.8526522593320236 0.881578947368421 0.8188679245283019 0.8072289156626506 0.889344262295082 0.589 0.0 0.642 0.0 0.8043038831664974 0.8666666666666666 0.639344262295082 0.8719512195121951 0.6290322580645161 0.8614457831325302 0.65 0.655 0.0 0.689 0.0 0.8885483874471892 0.7891156462585034 0.9198966408268734 0.90625 0.8768472906403941 0.6987951807228916 0.967391304347826 -8.079000473022461
cross-encoder/ms-marco-MiniLM-L-4-v2 1 0.333 0.0 0.328 0.0 0.3117488885022715 0.24359512809743808 0.4790280590107029 0.1398264223722276 0.9798816568047337 0.9446254071661238 0.3169984686064318 0.303 0.0 0.272 0.0 0.2333896841196111 0.19444444444444445 0.3722943722943723 0.10903426791277258 0.9555555555555556 0.8974358974358975 0.23118279569892472 0.273 0.0 0.251 0.0 0.2822148622142191 0.2 0.47445255474452563 0.11320754716981132 0.9558823529411765 0.8571428571428571 0.3155339805825243 0.34 0.0 0.294 0.0 0.19301572617946344 0.18888888888888888 0.22340425531914893 0.10493827160493827 0.9545454545454546 0.9444444444444444 0.12650602409638553 0.282 0.0 0.335 0.0 0.4684722197724666 0.176 0.7201086956521738 0.09649122807017543 1.0 1.0 0.5626326963906582 0.357 0.0 0.391 0.0 0.2995484715213669 0.23655913978494622 0.46616541353383456 0.13414634146341464 1.0 1.0 0.30392156862745096 -0.001 0.991 0.029 0.64 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 -7.622000217437744
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 1 0.583 0.0 0.601 0.0 0.7825781299944791 0.8343900583312199 0.6554089709762533 0.7931533269045323 0.7349112426035503 0.8801498127340824 0.5914285714285714 0.535 0.0 0.485 0.0 0.7247077886041497 0.7838312829525483 0.5138339920948616 0.6947040498442367 0.7222222222222222 0.8991935483870968 0.3987730061349693 0.567 0.0 0.583 0.0 0.7783008668032111 0.8360128617363344 0.6433566433566433 0.8176100628930818 0.6764705882352942 0.8552631578947368 0.6133333333333333 0.493 0.0 0.437 0.0 0.6760364004044489 0.7209302325581396 0.34545454545454546 0.5740740740740741 0.8636363636363636 0.96875 0.2159090909090909 0.738 0.0 0.732 0.0 0.8615820960648547 0.8454545454545455 0.8754578754578755 0.8157894736842105 0.9018867924528302 0.8773584905660378 0.8505338078291815 0.565 0.0 0.613 0.0 0.7999821080494892 0.8469055374592834 0.6758620689655173 0.7926829268292683 0.7903225806451613 0.9090909090909091 0.5903614457831325 0.674 0.0 0.715 0.0 0.9223363825799191 0.8421052631578948 0.9476309226932668 0.875 0.9359605911330049 0.8115942028985508 0.9595959595959596 -7.622000217437744
cross-encoder/ms-marco-MiniLM-L-6-v2 1 0.309 0.0 0.305 0.0 0.41179701086332104 0.3778202676864245 0.4951908160099287 0.2381870781099325 0.9443786982248521 0.9131238447319778 0.3355761143818335 0.299 0.0 0.252 0.0 0.3380905419129077 0.32569974554707376 0.3822843822843823 0.19937694704049844 0.9111111111111111 0.8888888888888888 0.24188790560471976 0.293 0.0 0.253 0.0 0.4007589579936869 0.36 0.49606299212598426 0.22641509433962265 0.9264705882352942 0.8780487804878049 0.3387096774193548 0.298 0.0 0.262 0.0 0.2814256750233321 0.29015544041450775 0.21714285714285714 0.1728395061728395 0.8636363636363636 0.9032258064516129 0.12418300653594772 0.291 0.0 0.346 0.0 0.5754811111809083 0.3776223776223776 0.7457142857142857 0.23684210526315788 0.9849056603773585 0.9310344827586207 0.6 0.347 0.0 0.39 0.0 0.452477299343728 0.430622009569378 0.5102880658436214 0.27439024390243905 1.0 1.0 0.3425414364640884 -0.062 0.315 0.054 0.382 0.7181766348289594 0.23376623376623376 0.8708971553610504 0.140625 0.9802955665024631 0.6923076923076923 0.7834645669291339 -5.743000030517578
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 1 0.556 0.0 0.589 0.0 0.7853390472575363 0.846938775510204 0.6341463414634146 0.8404050144648023 0.6461538461538462 0.8535749265426053 0.6225769669327252 0.515 0.0 0.473 0.0 0.7595092170863624 0.8252911813643926 0.5248868778280544 0.7725856697819314 0.6444444444444445 0.8857142857142857 0.44274809160305345 0.559 0.0 0.582 0.0 0.8173343379436506 0.8730650154798761 0.6870229007633588 0.8867924528301887 0.6617647058823529 0.8597560975609756 0.7142857142857143 0.459 0.0 0.41 0.0 0.712285823515101 0.7697841726618705 0.28888888888888886 0.6604938271604939 0.5909090909090909 0.9224137931034483 0.19117647058823528 0.737 0.0 0.745 0.0 0.8497965921495616 0.8362831858407079 0.8614232209737828 0.8289473684210527 0.8679245283018868 0.84375 0.8550185873605948 0.6 0.0 0.641 0.0 0.8234478926036318 0.8698412698412697 0.7007299270072993 0.8353658536585366 0.7741935483870968 0.9072847682119205 0.64 0.626 0.0 0.697 0.0 0.8790632441581359 0.7591240875912408 0.9168765743073047 0.8125 0.896551724137931 0.7123287671232876 0.9381443298969072 -5.743000030517578
cross-encoder/ms-marco-MiniLM-L-12-v2 1 0.256 0.0 0.245 0.0 0.49641278880720574 0.4993215739484396 0.48927335640138414 0.3548698167791707 0.8366863905325443 0.8421052631578947 0.34572127139364306 0.211 0.0 0.167 0.001 0.428746474514244 0.44646924829157164 0.3655352480417755 0.3052959501557632 0.7777777777777778 0.8305084745762712 0.23890784982935154 0.197 0.003 0.176 0.008 0.4669603524229074 0.4669603524229074 0.4669603524229074 0.3333333333333333 0.7794117647058824 0.7794117647058824 0.3333333333333333 0.236 0.001 0.162 0.028 0.3998285690246313 0.4245283018867924 0.21794871794871795 0.2777777777777778 0.7727272727272727 0.9 0.12686567164179105 0.262 0.0 0.316 0.0 0.5968881761110355 0.4518072289156626 0.7217125382262998 0.32894736842105265 0.8905660377358491 0.7211538461538461 0.6066838046272494 0.275 0.0 0.309 0.0 0.4887356666001286 0.4912280701754386 0.48214285714285704 0.34146341463414637 0.8709677419354839 0.875 0.3333333333333333 -0.037 0.545 0.108 0.078 0.7311853028079838 0.3653846153846154 0.8465116279069768 0.296875 0.896551724137931 0.475 0.801762114537445 -4.547999858856201
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 1 0.507 0.0 0.52 0.0 0.7562471058137575 0.829326923076923 0.5768772348033372 0.8317261330761813 0.5727810650887574 0.826941514860978 0.581032412965186 0.448 0.0 0.424 0.0 0.740093111075837 0.8132231404958679 0.47926267281105994 0.7663551401869159 0.5777777777777777 0.8661971830985915 0.4094488188976378 0.486 0.0 0.519 0.0 0.7571916440213567 0.8275862068965517 0.5925925925925926 0.8301886792452831 0.5882352941176471 0.825 0.5970149253731343 0.392 0.0 0.344 0.0 0.7368797692233534 0.7972027972027971 0.29268292682926833 0.7037037037037037 0.5454545454545454 0.9193548387096774 0.2 0.685 0.0 0.692 0.0 0.8095430781686429 0.7982832618025751 0.8192307692307692 0.8157894736842105 0.8037735849056604 0.7815126050420168 0.8352941176470589 0.522 0.0 0.528 0.0 0.7614382309144849 0.8275862068965517 0.5864661654135339 0.8048780487804879 0.6290322580645161 0.8516129032258064 0.5492957746478874 0.59 0.0 0.661 0.0 0.8597866809819477 0.7346938775510203 0.8992248062015503 0.84375 0.8571428571428571 0.6506024096385542 0.9456521739130435 -4.547999858856201
cross-encoder/qnli-distilroberta-base 1 0.119 0.0 0.107 0.0 0.4311996562001503 0.4278296988577362 0.439471007121058 0.29797492767598843 0.7668639053254438 0.758282208588957 0.30798479087452474 -0.003 0.957 0.024 0.626 0.4030940241473211 0.4243792325056433 0.32717678100263853 0.29283489096573206 0.6888888888888889 0.7704918032786885 0.21453287197231835 0.089 0.182 0.123 0.064 0.48402746423515486 0.4978902953586498 0.4516129032258065 0.3710691823899371 0.7205882352941176 0.7564102564102564 0.3288590604026846 -0.138 0.062 -0.119 0.107 0.3183663472111481 0.3398058252427184 0.16049382716049385 0.21604938271604937 0.5909090909090909 0.7954545454545454 0.09285714285714286 -0.035 0.443 -0.045 0.315 0.4438951569783212 0.29189189189189185 0.5746753246753246 0.23684210526315788 0.6679245283018868 0.38028169014084506 0.5042735042735043 0.024 0.72 0.03 0.651 0.38116193354175865 0.37668161434977576 0.39301310043668125 0.25609756097560976 0.7258064516129032 0.711864406779661 0.2694610778443114 -0.099 0.105 -0.106 0.083 0.557788763096912 0.16326530612244894 0.6821705426356589 0.1875 0.6502463054187192 0.14457831325301204 0.717391304347826 0.2759999930858612
cross-encoder/qnli-distilroberta-base_mask 1 0.168 0.0 0.182 0.0 0.5623720748224186 0.6084407971864009 0.4492992580379225 0.5004821600771456 0.6449704142011834 0.7757847533632287 0.34471853257432006 0.097 0.05 0.104 0.035 0.5306862939264024 0.5866141732283464 0.33121019108280253 0.46417445482866043 0.5777777777777777 0.7967914438502673 0.23214285714285715 0.136 0.041 0.189 0.004 0.5650198222394152 0.6171003717472119 0.4432432432432432 0.5220125786163522 0.6029411764705882 0.7545454545454545 0.3504273504273504 0.045 0.542 -0.022 0.77 0.5066562028900894 0.5523012552301255 0.17054263565891473 0.4074074074074074 0.5 0.8571428571428571 0.102803738317757 0.051 0.261 0.046 0.31 0.5146257516403089 0.4516129032258065 0.5688405797101449 0.4298245614035088 0.5924528301886792 0.47572815533980584 0.5470383275261324 0.076 0.255 0.056 0.399 0.5045815071675258 0.532258064516129 0.4313725490196078 0.4024390243902439 0.7096774193548387 0.7857142857142857 0.30985915492957744 0.123 0.045 0.099 0.108 0.5762353509725747 0.3440860215053763 0.6494252873563219 0.5 0.5566502463054187 0.26229508196721313 0.7793103448275862 0.2759999930858612
cross-encoder/qnli-electra-base 1 0.113 0.0 0.156 0.0 0.5336530555242611 0.5763723150357997 0.42880128720836685 0.46576663452266154 0.6307692307692307 0.755868544600939 0.32480195003046924 0.01 0.841 0.06 0.227 0.5658160540747629 0.6257197696737044 0.35215946843853824 0.5077881619937694 0.5888888888888889 0.815 0.25118483412322273 0.12 0.072 0.17 0.01 0.5565736051955202 0.6096654275092936 0.43243243243243246 0.5157232704402516 0.5882352941176471 0.7454545454545455 0.3418803418803419 -0.138 0.062 -0.13 0.079 0.5927928892696509 0.6428571428571429 0.22413793103448276 0.5 0.5909090909090909 0.9 0.13829787234042554 -0.066 0.146 -0.063 0.161 0.4823084447995038 0.434589800443459 0.5233644859813084 0.4298245614035088 0.5283018867924528 0.43946188340807174 0.5185185185185185 0.17 0.01 0.171 0.01 0.5808028226039679 0.6323529411764706 0.4444444444444444 0.524390243902439 0.6451612903225806 0.7962962962962963 0.3389830508474576 -0.239 0.0 -0.278 0.0 0.46047641486775565 0.13407821229050276 0.5633802816901409 0.1875 0.49261083743842365 0.10434782608695652 0.6578947368421053 0.032999999821186066
cross-encoder/qnli-electra-base_mask 1 0.131 0.0 0.195 0.0 0.6013447791955183 0.6668488658103306 0.4405690683799908 0.5882352941176471 0.5680473372781065 0.7697160883280757 0.3598200899550225 0.085 0.084 0.208 0.0 0.6719588072364606 0.7529812606473594 0.3829787234042554 0.6884735202492211 0.5 0.8308270676691729 0.3103448275862069 0.113 0.088 0.248 0.0 0.6131408142360237 0.6894197952218429 0.43478260869565216 0.6352201257861635 0.5147058823529411 0.753731343283582 0.3763440860215054 0.045 0.545 0.112 0.129 0.751037195136574 0.8163265306122449 0.27027027027027023 0.7407407407407407 0.45454545454545453 0.9090909090909091 0.19230769230769232 -0.01 0.825 0.03 0.504 0.4925561097078622 0.5146198830409356 0.47357293868921774 0.5789473684210527 0.4226415094339623 0.4631578947368421 0.5384615384615384 0.112 0.092 0.199 0.003 0.5893884343612461 0.6573426573426574 0.4096385542168675 0.573170731707317 0.5483870967741935 0.7704918032786885 0.3269230769230769 0.036 0.559 0.006 0.918 0.4665932855350978 0.33480176211453744 0.50814332247557 0.59375 0.3842364532019704 0.2331288343558282 0.75 0.032999999821186066
cross-encoder/stsb-TinyBERT-L-4 1 0.424 0.0 0.426 0.0 0.2901771444766221 0.21422450728363324 0.47659817351598166 0.12054001928640308 0.9881656804733728 0.9615384615384616 0.3140278300112824 0.47 0.0 0.477 0.0 0.31408363525151844 0.291005291005291 0.3963963963963964 0.17133956386292834 0.9777777777777777 0.9649122807017544 0.24858757062146894 0.473 0.0 0.465 0.0 0.24811894282189706 0.15028901734104047 0.47686832740213525 0.08176100628930817 0.9852941176470589 0.9285714285714286 0.3145539906103286 0.496 0.0 0.482 0.0 0.39157173620282476 0.4097560975609756 0.2576687116564417 0.25925925925925924 0.9545454545454546 0.9767441860465116 0.14893617021276595 0.336 0.0 0.38 0.0 0.48005904905518654 0.1976284584980237 0.723055934515689 0.10964912280701754 1.0 1.0 0.5662393162393162 0.336 0.0 0.367 0.0 0.32131939181301544 0.2645502645502646 0.4714828897338403 0.1524390243902439 1.0 1.0 0.30845771144278605 0.191 0.002 0.096 0.116 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.2750000059604645
cross-encoder/stsb-TinyBERT-L-4_mask 1 0.636 0.0 0.657 0.0 0.8081904406106478 0.8619594429513804 0.67621776504298 0.8505303760848602 0.6982248520710059 0.8736998514115899 0.6555555555555556 0.632 0.0 0.631 0.0 0.7892367968003038 0.851063829787234 0.5687203791469194 0.8099688473520249 0.6666666666666666 0.896551724137931 0.49586776859504134 0.688 0.0 0.692 0.0 0.8013386178356557 0.8589341692789968 0.6666666666666667 0.8616352201257862 0.6617647058823529 0.85625 0.6716417910447762 0.551 0.0 0.54 0.0 0.7889329488103821 0.8424657534246576 0.39473684210526316 0.7592592592592593 0.6818181818181818 0.9461538461538461 0.2777777777777778 0.764 0.0 0.791 0.0 0.8865363018877022 0.8798283261802575 0.8923076923076922 0.8991228070175439 0.8754716981132076 0.8613445378151261 0.9098039215686274 0.614 0.0 0.676 0.0 0.8502900300500604 0.8957055214723927 0.7301587301587302 0.8902439024390244 0.7419354838709677 0.9012345679012346 0.71875 0.66 0.0 0.775 0.0 0.9198795197084139 0.842857142857143 0.9441624365482234 0.921875 0.916256157635468 0.7763157894736842 0.9738219895287958 0.2750000059604645
cross-encoder/stsb-distilroberta-base 1 0.472 0.0 0.469 0.0 0.3015655407642624 0.2288387920034028 0.4800688270719817 0.12970106075216972 0.9905325443786982 0.9711191335740073 0.3168054504163513 0.486 0.0 0.533 0.0 0.3730593434722258 0.361323155216285 0.4149184149184149 0.22118380062305296 0.9888888888888889 0.9861111111111112 0.26253687315634217 0.568 0.0 0.539 0.0 0.28710042345554937 0.20224719101123595 0.48550724637681164 0.11320754716981132 0.9852941176470589 0.9473684210526315 0.32211538461538464 0.483 0.0 0.518 0.0 0.46845959145370314 0.49302325581395345 0.2875816993464052 0.3271604938271605 1.0 1.0 0.16793893129770993 0.293 0.0 0.371 0.0 0.47622179568059486 0.1904761904761905 0.7220708446866485 0.10526315789473684 1.0 1.0 0.5650319829424307 0.327 0.0 0.384 0.0 0.31413076348116825 0.2553191489361702 0.46969696969696967 0.14634146341463414 1.0 1.0 0.3069306930693069 0.033 0.591 0.016 0.8 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.3100000023841858
cross-encoder/stsb-distilroberta-base_mask 1 0.594 0.0 0.626 0.0 0.7768385107605627 0.8254460822342902 0.6575342465753425 0.7695274831243973 0.7668639053254438 0.8901282766313441 0.5754884547069272 0.571 0.0 0.587 0.0 0.7640252067885561 0.8180242634315424 0.5714285714285714 0.735202492211838 0.7777777777777778 0.921875 0.45161290322580644 0.626 0.0 0.638 0.0 0.7905126414940998 0.8361204013377928 0.6838709677419355 0.7861635220125787 0.7794117647058824 0.8928571428571429 0.6091954022988506 0.472 0.0 0.507 0.0 0.7482500955757133 0.7985611510791368 0.37777777777777777 0.6851851851851852 0.7727272727272727 0.9568965517241379 0.25 0.736 0.0 0.755 0.0 0.8554332158508273 0.8382687927107062 0.870201096892139 0.8070175438596491 0.8981132075471698 0.8720379146919431 0.8439716312056738 0.605 0.0 0.643 0.0 0.8079912183357496 0.854368932038835 0.6853146853146853 0.8048780487804879 0.7903225806451613 0.9103448275862069 0.6049382716049383 0.636 0.0 0.737 0.0 0.9031297511773649 0.8 0.9356435643564357 0.8125 0.9310344827586207 0.7878787878787878 0.9402985074626866 0.3100000023841858
cross-encoder/stsb-roberta-base 1 0.441 0.0 0.434 0.0 0.260459769753328 0.17513134851138354 0.46989307822172205 0.09643201542912247 0.9881656804733728 0.9523809523809523 0.30823181985972686 0.447 0.0 0.488 0.0 0.27719741425264605 0.24523160762942775 0.3912087912087912 0.14018691588785046 0.9888888888888889 0.9782608695652174 0.24383561643835616 0.533 0.0 0.491 0.0 0.25607517197977475 0.16091954022988506 0.4785714285714286 0.0880503144654088 0.9852941176470589 0.9333333333333333 0.3160377358490566 0.435 0.0 0.454 0.0 0.31289608341647085 0.32124352331606215 0.25142857142857145 0.19135802469135801 1.0 1.0 0.1437908496732026 0.35 0.0 0.397 0.0 0.4514558033347472 0.14574898785425103 0.7144790257104194 0.07894736842105263 0.9962264150943396 0.9473684210526315 0.5569620253164557 0.44 0.0 0.432 0.0 0.26952935625501995 0.1978021978021978 0.45925925925925926 0.10975609756097561 1.0 1.0 0.2980769230769231 -0.032 0.607 -0.061 0.319 0.6549276091452849 0.0 0.861407249466951 0.0 0.9950738916256158 0.0 0.7593984962406015 0.3400000035762787
cross-encoder/stsb-roberta-base_mask 1 0.639 0.0 0.664 0.0 0.8094706886166997 0.8610837438423646 0.6827896512935883 0.8428158148505304 0.7183431952662722 0.8801611278952669 0.6505894962486602 0.643 0.0 0.62 0.0 0.7869938779907781 0.8452579034941764 0.5791855203619909 0.7912772585669782 0.7111111111111111 0.9071428571428571 0.48854961832061067 0.703 0.0 0.694 0.0 0.8245078096651224 0.8734177215189873 0.7101449275362319 0.8679245283018868 0.7205882352941176 0.8789808917197452 0.7 0.547 0.0 0.511 0.0 0.759921149127402 0.8140350877192982 0.3614457831325301 0.7160493827160493 0.6818181818181818 0.943089430894309 0.2459016393442623 0.785 0.0 0.805 0.0 0.8822730046577645 0.8716814159292036 0.8913857677902621 0.8640350877192983 0.8981132075471698 0.8794642857142857 0.8847583643122676 0.65 0.0 0.696 0.0 0.8573977399973324 0.8958990536277602 0.7555555555555556 0.8658536585365854 0.8225806451612904 0.9281045751633987 0.6986301369863014 0.716 0.0 0.8 0.0 0.9079732206087421 0.8148148148148148 0.93734335839599 0.859375 0.9211822660098522 0.7746478873239436 0.9540816326530612 0.3400000035762787
cross-encoder/stsb-roberta-large 1 0.553 0.0 0.532 0.0 0.27895206921950644 0.19852622453402685 0.47635230812800905 0.11041465766634523 0.9952662721893492 0.9828326180257511 0.31310498883097543 0.575 0.0 0.573 0.0 0.2381555377760194 0.19662921348314608 0.3862660944206009 0.10903426791277258 1.0 1.0 0.2393617021276596 0.612 0.0 0.566 0.0 0.27410237497490586 0.18285714285714286 0.4874551971326165 0.10062893081761007 1.0 1.0 0.3222748815165877 0.566 0.0 0.557 0.0 0.2129756538695228 0.20994475138121543 0.23529411764705882 0.11728395061728394 1.0 1.0 0.13333333333333333 0.493 0.0 0.536 0.0 0.4645592478876509 0.1686746987951807 0.7191316146540027 0.09210526315789473 1.0 1.0 0.5614406779661016 0.491 0.0 0.498 0.0 0.29215238904012897 0.22702702702702707 0.4644194756554307 0.12804878048780488 1.0 1.0 0.3024390243902439 0.167 0.006 0.218 0.0 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.23100000619888306
cross-encoder/stsb-roberta-large_mask 1 0.67 0.0 0.702 0.0 0.7986606378407118 0.8413936557462299 0.6937751004016064 0.7801350048216008 0.8177514792899409 0.9130925507900677 0.6024411508282476 0.646 0.0 0.646 0.0 0.758387036975575 0.8098591549295775 0.5748031496062993 0.7165109034267912 0.8111111111111111 0.9311740890688259 0.4451219512195122 0.687 0.0 0.708 0.0 0.8112344782369026 0.8543046357615893 0.7105263157894737 0.8113207547169812 0.7941176470588235 0.9020979020979021 0.6428571428571429 0.585 0.0 0.562 0.0 0.7131447544692935 0.7593984962406015 0.37254901960784315 0.6234567901234568 0.8636363636363636 0.9711538461538461 0.2375 0.773 0.0 0.799 0.0 0.8655735846293666 0.8493150684931505 0.8795620437956204 0.8157894736842105 0.909433962264151 0.8857142857142857 0.8515901060070671 0.652 0.0 0.702 0.0 0.8214804408852886 0.8627450980392157 0.7123287671232876 0.8048780487804879 0.8387096774193549 0.9295774647887324 0.6190476190476191 0.655 0.0 0.769 0.0 0.9110270913054747 0.8181818181818182 0.9402985074626866 0.84375 0.9310344827586207 0.7941176470588235 0.949748743718593 0.23100000619888306
cross-encoder/quora-distilroberta-base 1 0.271 0.0 0.147 0.0 0.129974963402589 0.0 0.448990435706695 0.0 1.0 0.0 0.289482699554642 0.33 0.0 0.203 0.0 0.07867476725381355 0.0 0.35928143712574856 0.0 1.0 0.0 0.21897810218978103 0.288 0.0 0.222 0.001 0.13810199357873515 0.0 0.4610169491525423 0.0 1.0 0.0 0.29955947136563876 0.38 0.0 0.147 0.047 0.025538201772899956 0.0 0.21359223300970873 0.0 1.0 0.0 0.11956521739130435 0.092 0.04 -0.039 0.392 0.37584226666738024 0.0 0.6992084432717678 0.0 1.0 0.0 0.537525354969574 0.134 0.045 0.063 0.347 0.11811701081612586 0.0 0.4305555555555555 0.0 1.0 0.0 0.2743362831858407 -0.26 0.0 -0.39 0.0 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0
cross-encoder/quora-distilroberta-base_mask 1 0.344 0.0 0.223 0.0 0.129974963402589 0.0 0.448990435706695 0.0 1.0 0.0 0.289482699554642 0.197 0.0 0.146 0.003 0.07867476725381355 0.0 0.35928143712574856 0.0 1.0 0.0 0.21897810218978103 0.233 0.0 0.215 0.001 0.13810199357873515 0.0 0.4610169491525423 0.0 1.0 0.0 0.29955947136563876 0.155 0.036 0.251 0.001 0.025538201772899956 0.0 0.21359223300970873 0.0 1.0 0.0 0.11956521739130435 0.539 0.0 0.21 0.0 0.37584226666738024 0.0 0.6992084432717678 0.0 1.0 0.0 0.537525354969574 0.258 0.0 0.183 0.006 0.11811701081612586 0.0 0.4305555555555555 0.0 1.0 0.0 0.2743362831858407 0.577 0.0 0.198 0.001 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0
cross-encoder/quora-roberta-base 1 0.318 0.0 0.241 0.0 0.27842762840447455 0.19878997407087293 0.4738933030646992 0.11089681774349083 0.9881656804733728 0.9583333333333334 0.3116834639790967 0.388 0.0 0.36 0.0 0.19459834086362332 0.1440922190201729 0.37473684210526315 0.0778816199376947 0.9888888888888889 0.9615384615384616 0.23116883116883116 0.364 0.0 0.377 0.0 0.22374620878940393 0.11764705882352941 0.47183098591549294 0.06289308176100629 0.9852941176470589 0.9090909090909091 0.3101851851851852 0.412 0.0 0.366 0.0 0.17677005405363694 0.1694915254237288 0.23036649214659685 0.09259259259259259 1.0 1.0 0.1301775147928994 0.17 0.0 0.214 0.0 0.444599094584131 0.13114754098360656 0.7142857142857143 0.07017543859649122 1.0 1.0 0.5555555555555556 0.252 0.0 0.205 0.002 0.2540719532650818 0.17777777777777776 0.45588235294117646 0.0975609756097561 1.0 1.0 0.29523809523809524 -0.268 0.0 -0.218 0.0 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 1 0.467 0.0 0.265 0.0 0.7647832101496918 0.84545665814548 0.5667752442996743 0.8770491803278688 0.514792899408284 0.8160610139075819 0.6304347826086957 0.424 0.0 0.178 0.0 0.7567965022787061 0.8352 0.4771573604060913 0.8130841121495327 0.5222222222222223 0.8585526315789473 0.4392523364485981 0.466 0.0 0.248 0.0 0.7587663986359442 0.8398791540785498 0.5691056910569107 0.8742138364779874 0.5147058823529411 0.8081395348837209 0.6363636363636364 0.374 0.0 0.245 0.001 0.7694788843857168 0.8299319727891157 0.3243243243243243 0.7530864197530864 0.5454545454545454 0.9242424242424242 0.23076923076923078 0.725 0.0 0.329 0.0 0.8278291382684392 0.8210526315789474 0.8336594911937378 0.8552631578947368 0.8037735849056604 0.7894736842105263 0.8658536585365854 0.464 0.0 0.327 0.0 0.7802586553237255 0.8528528528528528 0.5882352941176471 0.8658536585365854 0.5645161290322581 0.8402366863905325 0.6140350877192983 0.754 0.0 0.328 0.0 0.8694074559717857 0.7464788732394365 0.9081632653061223 0.828125 0.8768472906403941 0.6794871794871795 0.9417989417989417 0.0020000000949949026
cross-encoder/quora-roberta-large 1 0.317 0.0 0.227 0.0 0.129974963402589 0.0 0.448990435706695 0.0 1.0 0.0 0.289482699554642 0.336 0.0 0.244 0.0 0.07867476725381355 0.0 0.35928143712574856 0.0 1.0 0.0 0.21897810218978103 0.318 0.0 0.202 0.002 0.13810199357873515 0.0 0.4610169491525423 0.0 1.0 0.0 0.29955947136563876 0.364 0.0 0.306 0.0 0.025538201772899956 0.0 0.21359223300970873 0.0 1.0 0.0 0.11956521739130435 0.145 0.001 0.107 0.018 0.37584226666738024 0.0 0.6992084432717678 0.0 1.0 0.0 0.537525354969574 0.194 0.003 0.196 0.003 0.11811701081612586 0.0 0.4305555555555555 0.0 1.0 0.0 0.2743362831858407 -0.23 0.0 -0.283 0.0 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.004999999888241291
cross-encoder/quora-roberta-large_mask 1 0.465 0.0 0.264 0.0 0.129974963402589 0.0 0.448990435706695 0.0 1.0 0.0 0.289482699554642 0.421 0.0 0.188 0.0 0.07867476725381355 0.0 0.35928143712574856 0.0 1.0 0.0 0.21897810218978103 0.48 0.0 0.225 0.001 0.13810199357873515 0.0 0.4610169491525423 0.0 1.0 0.0 0.29955947136563876 0.365 0.0 0.262 0.0 0.025538201772899956 0.0 0.21359223300970873 0.0 1.0 0.0 0.11956521739130435 0.671 0.0 0.315 0.0 0.37584226666738024 0.0 0.6992084432717678 0.0 1.0 0.0 0.537525354969574 0.443 0.0 0.293 0.0 0.11811701081612586 0.0 0.4305555555555555 0.0 1.0 0.0 0.2743362831858407 0.68 0.0 0.298 0.0 0.6567694637022871 0.0 0.8638297872340426 0.0 1.0 0.0 0.7602996254681648 0.004999999888241291
all-mpnet-base-v2 2 0.582 0.0 0.576 0.0 0.6526604728447798 0.6189090909090909 0.6679340937896071 0.925 0.5184456468273487 0.46502732240437156 0.9385574354407836 0.391 0.0 0.414 0.0 0.582012322472849 0.6473214285714287 0.5380116959064328 0.9119496855345912 0.3898305084745763 0.5017301038062284 0.8679245283018868 0.505 0.0 0.518 0.0 0.6528977399865744 0.6243902439024391 0.6666666666666667 0.9014084507042254 0.5238095238095238 0.47761194029850745 0.9166666666666666 0.116 0.126 0.13 0.086 0.46734870463684025 0.6666666666666667 0.27027027027027023 0.9204545454545454 0.16853932584269662 0.5225806451612903 0.6818181818181818 0.487 0.0 0.483 0.0 0.580806505250382 0.5275229357798165 0.5992217898832686 0.9426229508196722 0.43626062322946174 0.3662420382165605 0.9565217391304348 0.586 0.0 0.562 0.0 0.622500883623008 0.5728643216080402 0.6413502109704641 0.95 0.4810126582278481 0.41007194244604317 0.9620253164556962 0.407 0.0 0.419 0.0 0.5453909966771165 0.4894514767932489 0.5631768953068592 0.9354838709677419 0.4 0.3314285714285714 0.9512195121951219 0.59
all-mpnet-base-v2_mask 2 0.699 0.0 0.707 0.0 0.8263994721716514 0.7280378748027354 0.8709113607990014 0.7521739130434782 0.8578455484505657 0.7054026503567788 0.8843813387423936 0.62 0.0 0.638 0.0 0.748136288587582 0.6969696969696969 0.782608695652174 0.7232704402515723 0.7627118644067796 0.672514619883041 0.8035714285714286 0.603 0.0 0.617 0.0 0.7605699408451703 0.6285714285714286 0.8243243243243245 0.6197183098591549 0.8299319727891157 0.6376811594202898 0.8187919463087249 0.599 0.0 0.616 0.0 0.7272296077108853 0.7473684210526315 0.7073170731707319 0.8068181818181818 0.651685393258427 0.696078431372549 0.7733333333333333 0.646 0.0 0.672 0.0 0.8336844010651119 0.68503937007874 0.8850574712643678 0.7131147540983607 0.8725212464589235 0.6590909090909091 0.8979591836734694 0.664 0.0 0.68 0.0 0.8281514677489817 0.6984126984126984 0.8774193548387097 0.7333333333333333 0.8607594936708861 0.6666666666666666 0.8947368421052632 0.625 0.0 0.662 0.0 0.8382826203100744 0.671875 0.8911917098445596 0.6935483870967742 0.882051282051282 0.6515151515151515 0.900523560209424 0.59
multi-qa-mpnet-base-dot-v1 2 0.572 0.0 0.566 0.0 0.6156027332317447 0.599650959860384 0.6228214403156856 0.933695652173913 0.4658140678799803 0.4416452442159383 0.939484126984127 0.332 0.0 0.345 0.0 0.5470569274183821 0.6126126126126126 0.5028901734104047 0.8553459119496856 0.3686440677966102 0.47719298245614034 0.7909090909090909 0.518 0.0 0.523 0.0 0.6312173447977948 0.6197183098591549 0.6367713004484304 0.9295774647887324 0.48299319727891155 0.4647887323943662 0.9342105263157895 -0.034 0.655 -0.013 0.862 0.4321344908364338 0.6060606060606061 0.26016260162601623 0.7954545454545454 0.1797752808988764 0.48951048951048953 0.47058823529411764 0.474 0.0 0.477 0.0 0.5024302324062097 0.49145299145299143 0.5062240663900415 0.9426229508196722 0.34560906515580736 0.33236994219653176 0.9457364341085271 0.591 0.0 0.548 0.0 0.5229357798165137 0.5229357798165137 0.5229357798165137 0.95 0.36075949367088606 0.36075949367088606 0.95 0.383 0.0 0.422 0.0 0.48556703218960023 0.464 0.4924242424242424 0.9354838709677419 0.3333333333333333 0.30851063829787234 0.9420289855072463 0.477
multi-qa-mpnet-base-dot-v1_mask 2 0.672 0.0 0.677 0.0 0.8170384225560161 0.7186858316221766 0.8615462354724609 0.7608695652173914 0.838662075750123 0.6809338521400778 0.8857142857142857 0.595 0.0 0.609 0.0 0.7617742883084976 0.7025316455696202 0.8016877637130803 0.6981132075471698 0.8050847457627118 0.7070063694267515 0.7983193277310925 0.629 0.0 0.654 0.0 0.8073394495412844 0.704225352112676 0.8571428571428571 0.704225352112676 0.8571428571428571 0.704225352112676 0.8571428571428571 0.48 0.0 0.492 0.0 0.706158408554668 0.7011494252873564 0.7111111111111111 0.6931818181818182 0.7191011235955056 0.7093023255813954 0.7032967032967034 0.638 0.0 0.657 0.0 0.8324573496050575 0.6774193548387096 0.8860398860398859 0.6885245901639344 0.8810198300283286 0.6666666666666666 0.8911174785100286 0.641 0.0 0.645 0.0 0.809211874245908 0.6612903225806451 0.8653846153846154 0.6833333333333333 0.8544303797468354 0.640625 0.8766233766233766 0.624 0.0 0.666 0.0 0.8521400778210118 0.6935483870967742 0.9025641025641027 0.6935483870967742 0.9025641025641026 0.6935483870967742 0.9025641025641026 0.477
all-distilroberta-v1 2 0.603 0.0 0.604 0.0 0.6459371264936615 0.6175942549371634 0.6587632169176547 0.9347826086956522 0.5056566650270536 0.46112600536193027 0.9448529411764706 0.446 0.0 0.464 0.0 0.5714410347153913 0.6506550218340612 0.5180722891566264 0.9371069182389937 0.3644067796610169 0.4983277591973244 0.8958333333333334 0.531 0.0 0.546 0.0 0.64222059228196 0.6220095693779905 0.6519823788546256 0.9154929577464789 0.5034013605442177 0.47101449275362317 0.925 0.185 0.014 0.213 0.004 0.4503748650777444 0.6746987951807228 0.22857142857142856 0.9545454545454546 0.1348314606741573 0.5217391304347826 0.75 0.537 0.0 0.534 0.0 0.5830240045905194 0.5384615384615384 0.5984251968503937 0.9754098360655737 0.43059490084985835 0.371875 0.9806451612903225 0.604 0.0 0.584 0.0 0.6253741111584693 0.5841584158415841 0.641025641025641 0.9833333333333333 0.47468354430379744 0.4154929577464789 0.9868421052631579 0.487 0.0 0.503 0.0 0.5470760316964413 0.5 0.5620437956204378 0.967741935483871 0.39487179487179486 0.33707865168539325 0.9746835443037974 0.582
all-distilroberta-v1_mask 2 0.713 0.0 0.721 0.0 0.8423928663646056 0.745054945054945 0.886441507586882 0.7369565217391304 0.8908017707820954 0.7533333333333333 0.8821237213833415 0.703 0.0 0.712 0.0 0.8084456348426708 0.7682926829268293 0.8354978354978355 0.7924528301886793 0.8177966101694916 0.7455621301775148 0.8539823008849557 0.662 0.0 0.685 0.0 0.8058402914791604 0.6956521739130436 0.8590604026845637 0.676056338028169 0.8707482993197279 0.7164179104477612 0.847682119205298 0.706 0.0 0.721 0.0 0.8067876387952104 0.8210526315789474 0.7926829268292682 0.8863636363636364 0.7303370786516854 0.7647058823529411 0.8666666666666667 0.662 0.0 0.694 0.0 0.865663411616379 0.7319148936170213 0.9118881118881118 0.7049180327868853 0.9235127478753541 0.7610619469026548 0.9005524861878453 0.658 0.0 0.687 0.0 0.8432054249806117 0.711864406779661 0.8930817610062892 0.7 0.8987341772151899 0.7241379310344828 0.8875 0.661 0.0 0.7 0.0 0.8847787787501006 0.7521367521367521 0.9269521410579344 0.7096774193548387 0.9435897435897436 0.8 0.9108910891089109 0.582
all-MiniLM-L12-v2 2 0.576 0.0 0.571 0.0 0.5947285182332911 0.5956727518593644 0.5943012211668929 0.9576086956521739 0.4308903098868667 0.4322865554465162 0.9573770491803278 0.416 0.0 0.439 0.0 0.5451690434225285 0.6497890295358649 0.47468354430379744 0.9685534591194969 0.3177966101694915 0.4888888888888889 0.9375 0.502 0.0 0.511 0.0 0.5989268478230438 0.6063348416289593 0.5953488372093023 0.9436619718309859 0.43537414965986393 0.44666666666666666 0.9411764705882353 0.183 0.015 0.223 0.003 0.45145693640845286 0.6877470355731224 0.21782178217821782 0.9886363636363636 0.12359550561797752 0.5272727272727272 0.9166666666666666 0.502 0.0 0.491 0.0 0.4509690137581679 0.4796747967479675 0.4410480349344978 0.9672131147540983 0.28611898016997167 0.31891891891891894 0.9619047619047619 0.587 0.0 0.539 0.0 0.5152771650092149 0.5248868778280542 0.5116279069767442 0.9666666666666667 0.34810126582278483 0.36024844720496896 0.9649122807017544 0.444 0.0 0.472 0.0 0.394089630476936 0.4428044280442805 0.3786008230452675 0.967741935483871 0.2358974358974359 0.28708133971291866 0.9583333333333334 0.59
all-MiniLM-L12-v2_mask 2 0.717 0.0 0.722 0.0 0.839437395924229 0.7421109902067465 0.8834808259587021 0.741304347826087 0.8839153959665519 0.7429193899782135 0.8830466830466831 0.712 0.0 0.716 0.0 0.8309297149019484 0.7938461538461539 0.8559139784946236 0.8113207547169812 0.8432203389830508 0.7771084337349398 0.868995633187773 0.681 0.0 0.686 0.0 0.8243316922906688 0.7246376811594204 0.8724832214765099 0.704225352112676 0.8843537414965986 0.746268656716418 0.8609271523178808 0.714 0.0 0.728 0.0 0.8355810811079736 0.8449197860962567 0.8263473053892216 0.8977272727272727 0.7752808988764045 0.797979797979798 0.8846153846153846 0.673 0.0 0.71 0.0 0.8637343108519054 0.7288135593220338 0.9103641456582633 0.7049180327868853 0.9206798866855525 0.7543859649122807 0.9002770083102493 0.652 0.0 0.662 0.0 0.8237721448908573 0.6724137931034482 0.88125 0.65 0.8924050632911392 0.6964285714285714 0.8703703703703703 0.676 0.0 0.752 0.0 0.8976601025762574 0.7833333333333333 0.934010152284264 0.7580645161290323 0.9435897435897436 0.8103448275862069 0.9246231155778895 0.59
multi-qa-distilbert-cos-v1 2 0.591 0.0 0.584 0.0 0.5312298807551471 0.5726088338099777 0.5125045306270388 0.9793478260869565 0.34776192818494833 0.40458015267175573 0.9738292011019284 0.375 0.0 0.409 0.0 0.4767479715446815 0.6290322580645161 0.37414965986394555 0.9811320754716981 0.2330508474576271 0.4629080118694362 0.9482758620689655 0.525 0.0 0.515 0.0 0.5248406157673767 0.5762711864406779 0.5 0.9577464788732394 0.3401360544217687 0.4121212121212121 0.9433962264150944 0.024 0.748 0.094 0.215 0.3900413326305862 0.676923076923077 0.10638297872340426 1.0 0.056179775280898875 0.5116279069767442 1.0 0.503 0.0 0.494 0.0 0.41676648841354724 0.4784313725490196 0.39545454545454545 1.0 0.24645892351274787 0.31443298969072164 1.0 0.607 0.0 0.57 0.0 0.493304980871374 0.5263157894736842 0.48076923076923084 1.0 0.31645569620253167 0.35714285714285715 1.0 0.437 0.0 0.455 0.0 0.3480960591812712 0.4397163120567376 0.3189655172413793 1.0 0.18974358974358974 0.2818181818181818 1.0 0.614
multi-qa-distilbert-cos-v1_mask 2 0.706 0.0 0.716 0.0 0.8337358079252664 0.7426204039357844 0.8749685534591195 0.7793478260869565 0.8553861288735858 0.7091988130563798 0.8954685890834192 0.715 0.0 0.718 0.0 0.811497204155248 0.7774480712166173 0.8344370860927152 0.8238993710691824 0.8008474576271186 0.7359550561797753 0.8709677419354839 0.677 0.0 0.679 0.0 0.8080175736249005 0.7083333333333335 0.8561643835616437 0.7183098591549296 0.8503401360544217 0.6986301369863014 0.8620689655172413 0.737 0.0 0.743 0.0 0.811927298592107 0.8290155440414507 0.7950310559006211 0.9090909090909091 0.7191011235955056 0.7619047619047619 0.8888888888888888 0.714 0.0 0.725 0.0 0.8610526315789474 0.7295081967213115 0.9065155807365439 0.7295081967213115 0.9065155807365439 0.7295081967213115 0.9065155807365439 0.663 0.0 0.677 0.0 0.8323053777397562 0.7040000000000001 0.8810289389067523 0.7333333333333333 0.8670886075949367 0.676923076923077 0.8954248366013072 0.751 0.0 0.767 0.0 0.8855031151996827 0.7563025210084033 0.9265822784810127 0.7258064516129032 0.9384615384615385 0.7894736842105263 0.915 0.614
all-MiniLM-L6-v2 2 0.596 0.0 0.595 0.0 0.5812037448354533 0.5914836992681304 0.576551724137931 0.966304347826087 0.411214953271028 0.4261744966442953 0.9642445213379469 0.376 0.0 0.407 0.0 0.5066311743388822 0.639344262295082 0.41721854304635764 0.9811320754716981 0.2669491525423729 0.47416413373860183 0.9545454545454546 0.543 0.0 0.54 0.0 0.5647819293750425 0.5938864628820961 0.5507246376811594 0.9577464788732394 0.3877551020408163 0.43037974683544306 0.95 -0.03 0.695 0.033 0.659 0.4013634636292977 0.6795366795366795 0.12631578947368421 1.0 0.06741573033707865 0.5146198830409356 1.0 0.509 0.0 0.513 0.0 0.4526964241640053 0.4879032258064516 0.44052863436123346 0.9918032786885246 0.28328611898017 0.3235294117647059 0.9900990099009901 0.609 0.0 0.59 0.0 0.5280918404471521 0.5405405405405406 0.5233644859813084 1.0 0.35443037974683544 0.37037037037037035 1.0 0.438 0.0 0.457 0.0 0.38562583430372915 0.44525547445255476 0.3666666666666667 0.9838709677419355 0.22564102564102564 0.28773584905660377 0.9777777777777777 0.602
all-MiniLM-L6-v2_mask 2 0.711 0.0 0.721 0.0 0.840491262897073 0.7469234884965222 0.88283378746594 0.758695652173913 0.8765371372356124 0.7355110642781876 0.8892215568862275 0.724 0.0 0.734 0.0 0.8284763264092889 0.7914110429447853 0.853448275862069 0.8113207547169812 0.8389830508474576 0.7724550898203593 0.868421052631579 0.691 0.0 0.702 0.0 0.832120157460465 0.7313432835820896 0.880794701986755 0.6901408450704225 0.9047619047619048 0.7777777777777778 0.8580645161290322 0.745 0.0 0.757 0.0 0.8178140475692265 0.8333333333333333 0.8024691358024691 0.9090909090909091 0.7303370786516854 0.7692307692307693 0.8904109589041096 0.689 0.0 0.72 0.0 0.8664474172030363 0.7364016736401674 0.9113924050632912 0.7213114754098361 0.9178470254957507 0.7521367521367521 0.9050279329608939 0.656 0.0 0.693 0.0 0.8465120093644337 0.7130434782608696 0.897196261682243 0.6833333333333333 0.9113924050632911 0.7454545454545455 0.8834355828220859 0.71 0.0 0.742 0.0 0.8832684824902723 0.7580645161290323 0.9230769230769231 0.7580645161290323 0.9230769230769231 0.7580645161290323 0.9230769230769231 0.602
multi-qa-MiniLM-L6-cos-v1 2 0.591 0.0 0.588 0.0 0.5766807888346333 0.5895992050347797 0.57083477658469 0.967391304347826 0.40531234628627644 0.4240114340161982 0.9648711943793911 0.336 0.0 0.363 0.0 0.5056953570579759 0.6263048016701461 0.4244372990353697 0.9433962264150944 0.2796610169491525 0.46875 0.88 0.55 0.0 0.55 0.0 0.5774602760506495 0.5955555555555555 0.5687203791469195 0.9436619718309859 0.40816326530612246 0.43506493506493504 0.9375 -0.172 0.022 -0.096 0.203 0.3852644690600116 0.6535433070866141 0.12 0.9431818181818182 0.06741573033707865 0.5 0.5454545454545454 0.499 0.0 0.492 0.0 0.40941883525864625 0.4735812133072408 0.38724373576309795 0.9918032786885246 0.24079320113314448 0.3110539845758355 0.9883720930232558 0.606 0.0 0.576 0.0 0.4957352787668612 0.5221238938053097 0.4857142857142857 0.9833333333333333 0.3227848101265823 0.35542168674698793 0.9807692307692307 0.434 0.0 0.448 0.0 0.3302699172276093 0.4350877192982457 0.296943231441048 1.0 0.17435897435897435 0.27802690582959644 1.0 0.592
multi-qa-MiniLM-L6-cos-v1_mask 2 0.706 0.0 0.717 0.0 0.8423199047749229 0.7460404150737302 0.8858895705521472 0.7423913043478261 0.8878504672897196 0.7497255762897914 0.8839373163565132 0.699 0.0 0.702 0.0 0.8274749196622938 0.7834394904458599 0.8571428571428572 0.7735849056603774 0.864406779661017 0.7935483870967742 0.85 0.693 0.0 0.698 0.0 0.841446815379328 0.7462686567164178 0.8874172185430464 0.704225352112676 0.9115646258503401 0.7936507936507936 0.864516129032258 0.663 0.0 0.672 0.0 0.8078360066670996 0.8111111111111111 0.8045977011494253 0.8295454545454546 0.7865168539325843 0.7934782608695652 0.8235294117647058 0.687 0.0 0.719 0.0 0.8736842105263158 0.7540983606557377 0.9150141643059491 0.7540983606557377 0.9150141643059491 0.7540983606557377 0.9150141643059491 0.649 0.0 0.679 0.0 0.8482265826192716 0.7226890756302521 0.8958990536277602 0.7166666666666667 0.8987341772151899 0.7288135593220338 0.8930817610062893 0.72 0.0 0.76 0.0 0.895226831244436 0.7839999999999999 0.9305912596401028 0.7903225806451613 0.9282051282051282 0.7777777777777778 0.9329896907216495 0.592
paraphrase-multilingual-mpnet-base-v2 2 0.643 0.0 0.626 0.0 0.6110092610016983 0.6093749999999999 0.6117488183659691 0.975 0.4456468273487457 0.4431818181818182 0.9752421959095802 0.322 0.0 0.351 0.0 0.5403962930274352 0.6396588486140725 0.47352024922118374 0.9433962264150944 0.3220338983050847 0.4838709677419355 0.8941176470588236 0.572 0.0 0.542 0.0 0.6198669229597566 0.6175115207373272 0.6210045662100456 0.9436619718309859 0.46258503401360546 0.4589041095890411 0.9444444444444444 -0.188 0.012 -0.114 0.132 0.40637874735581614 0.6587301587301587 0.1568627450980392 0.9431818181818182 0.0898876404494382 0.5060975609756098 0.6153846153846154 0.53 0.0 0.495 0.0 0.4705491000227843 0.4918032786885246 0.46320346320346323 0.9836065573770492 0.3031161473087819 0.32786885245901637 0.981651376146789 0.647 0.0 0.596 0.0 0.5684863283456861 0.5539906103286385 0.5739910313901345 0.9833333333333333 0.4050632911392405 0.38562091503267976 0.9846153846153847 0.466 0.0 0.438 0.0 0.38004987767389475 0.4436363636363637 0.3598326359832636 0.9838709677419355 0.2205128205128205 0.2863849765258216 0.9772727272727273 0.49
paraphrase-multilingual-mpnet-base-v2_mask 2 0.735 0.0 0.741 0.0 0.8570109607226453 0.7762605042016806 0.8935532233883057 0.8032608695652174 0.8794884407279882 0.7510162601626016 0.9080751650584052 0.663 0.0 0.657 0.0 0.7740434948129817 0.7368421052631579 0.7991071428571428 0.7924528301886793 0.7584745762711864 0.6885245901639344 0.8443396226415094 0.685 0.0 0.683 0.0 0.8108469021280057 0.7050359712230215 0.8619528619528619 0.6901408450704225 0.8707482993197279 0.7205882352941176 0.8533333333333334 0.575 0.0 0.584 0.0 0.7168238756365447 0.7586206896551724 0.6754966887417219 0.875 0.5730337078651685 0.6695652173913044 0.8225806451612904 0.707 0.0 0.714 0.0 0.8749269462695101 0.7531380753138075 0.9170182841068917 0.7377049180327869 0.9235127478753541 0.7692307692307693 0.9106145251396648 0.683 0.0 0.697 0.0 0.8364673207822068 0.7096774193548386 0.8846153846153846 0.7333333333333333 0.8734177215189873 0.6875 0.8961038961038961 0.732 0.0 0.734 0.0 0.9080132237207804 0.8 0.9423558897243107 0.7419354838709677 0.9641025641025641 0.8679245283018868 0.9215686274509803 0.49
paraphrase-albert-small-v2 2 0.612 0.0 0.594 0.0 0.5592431668634692 0.5833333333333333 0.5483415666901906 0.9739130434782609 0.382193802262666 0.4163568773234201 0.9700374531835206 0.314 0.0 0.336 0.0 0.5007914120010354 0.6309278350515464 0.4131147540983606 0.9622641509433962 0.2669491525423729 0.46932515337423314 0.9130434782608695 0.554 0.0 0.525 0.0 0.5647819293750425 0.5938864628820961 0.5507246376811594 0.9577464788732394 0.3877551020408163 0.43037974683544306 0.95 -0.212 0.005 -0.151 0.044 0.39172575809985016 0.6640625000000001 0.12244897959183673 0.9659090909090909 0.06741573033707865 0.5059523809523809 0.6666666666666666 0.415 0.0 0.431 0.0 0.34633092164373197 0.4528301886792453 0.30952380952380953 0.9836065573770492 0.18413597733711048 0.29411764705882354 0.9701492537313433 0.594 0.0 0.583 0.0 0.5131263989913066 0.5291479820627802 0.5070422535211268 0.9833333333333333 0.34177215189873417 0.3619631901840491 0.9818181818181818 0.349 0.0 0.379 0.0 0.17651001619939344 0.3973941368078176 0.10628019323671498 0.9838709677419355 0.05641025641025641 0.24897959183673468 0.9166666666666666 0.588
paraphrase-albert-small-v2_mask 2 0.699 0.0 0.7 0.0 0.8271331823579431 0.7346311475409837 0.8689934243803742 0.7793478260869565 0.8450565666502705 0.6947674418604651 0.894325871941697 0.675 0.0 0.662 0.0 0.7693159518077981 0.7401129943502825 0.7889908256880733 0.8238993710691824 0.7288135593220338 0.6717948717948717 0.86 0.694 0.0 0.685 0.0 0.8134982001435221 0.7210884353741497 0.8581314878892734 0.7464788732394366 0.8435374149659864 0.6973684210526315 0.8732394366197183 0.603 0.0 0.598 0.0 0.703058133103401 0.7536231884057971 0.653061224489796 0.8863636363636364 0.5393258426966292 0.6554621848739496 0.8275862068965517 0.66 0.0 0.674 0.0 0.8295265110917396 0.6771653543307087 0.882183908045977 0.7049180327868853 0.8696883852691218 0.6515151515151515 0.8950437317784257 0.63 0.0 0.654 0.0 0.8165137614678899 0.6666666666666666 0.8734177215189873 0.6666666666666666 0.8734177215189873 0.6666666666666666 0.8734177215189873 0.683 0.0 0.696 0.0 0.8405234731523623 0.6865671641791045 0.8894736842105263 0.7419354838709677 0.8666666666666667 0.6388888888888888 0.9135135135135135 0.588
paraphrase-multilingual-MiniLM-L12-v2 2 0.652 0.0 0.633 0.0 0.6829046718563144 0.647556045571481 0.6989010989010989 0.9576086956521739 0.5474667978357107 0.48917268184342033 0.9661458333333334 0.412 0.0 0.417 0.0 0.6087603881820056 0.6754966887417219 0.5637982195845697 0.9622641509433962 0.4025423728813559 0.5204081632653061 0.9405940594059405 0.613 0.0 0.568 0.0 0.6944085375368869 0.6633663366336633 0.7094017094017092 0.9436619718309859 0.564625850340136 0.5114503816793893 0.9540229885057471 -0.05 0.511 0.011 0.89 0.45785679617113795 0.6852589641434262 0.23300970873786406 0.9772727272727273 0.1348314606741573 0.5276073619631901 0.8571428571428571 0.536 0.0 0.519 0.0 0.5393497408116565 0.5173913043478261 0.5469387755102041 0.9754098360655737 0.37960339943342775 0.3520710059171598 0.9781021897810219 0.641 0.0 0.607 0.0 0.6605336355247886 0.6010362694300517 0.6831275720164609 0.9666666666666667 0.5253164556962026 0.43609022556390975 0.9764705882352941 0.491 0.0 0.494 0.0 0.42356382803289866 0.4569288389513108 0.41295546558704455 0.9838709677419355 0.26153846153846155 0.2975609756097561 0.9807692307692307 0.497
paraphrase-multilingual-MiniLM-L12-v2_mask 2 0.721 0.0 0.726 0.0 0.8491032826313172 0.7502837684449489 0.8938223938223938 0.7184782608695652 0.9109690113133301 0.7850356294536817 0.877309332070109 0.696 0.0 0.669 0.0 0.8274749196622938 0.7834394904458599 0.8571428571428572 0.7735849056603774 0.864406779661017 0.7935483870967742 0.85 0.698 0.0 0.683 0.0 0.8536437444387843 0.7596899224806202 0.8990228013029318 0.6901408450704225 0.9387755102040817 0.8448275862068966 0.8625 0.637 0.0 0.611 0.0 0.7904790559288603 0.8 0.7810650887573964 0.8409090909090909 0.7415730337078652 0.7628865979381443 0.825 0.683 0.0 0.695 0.0 0.8567634996582365 0.7053571428571429 0.9090909090909091 0.6475409836065574 0.9348441926345609 0.7745098039215687 0.8847184986595175 0.66 0.0 0.671 0.0 0.8487901472085633 0.709090909090909 0.901840490797546 0.65 0.930379746835443 0.78 0.875 0.708 0.0 0.723 0.0 0.8635555328008737 0.7017543859649122 0.915 0.6451612903225806 0.9384615384615385 0.7692307692307693 0.8926829268292683 0.497
paraphrase-MiniLM-L3-v2 2 0.562 0.0 0.558 0.0 0.5925134978992885 0.5928934010152285 0.59234157912572 0.9521739130434783 0.42990654205607476 0.4304668304668305 0.9520697167755992 0.287 0.0 0.309 0.0 0.4894073204488668 0.6182572614107884 0.4025974025974026 0.9371069182389937 0.2627118644067797 0.4613003095975232 0.8611111111111112 0.474 0.0 0.458 0.0 0.5419994356230773 0.5560538116591928 0.5352112676056339 0.8732394366197183 0.3877551020408163 0.40789473684210525 0.8636363636363636 -0.218 0.004 -0.122 0.106 0.3869384868492808 0.6718146718146719 0.10526315789473684 0.9886363636363636 0.056179775280898875 0.5087719298245614 0.8333333333333334 0.44 0.0 0.433 0.0 0.41828377492527363 0.46092184368737477 0.4035476718403548 0.9426229508196722 0.2577903682719547 0.3050397877984085 0.9285714285714286 0.535 0.0 0.51 0.0 0.5173452468307475 0.5205479452054794 0.5161290322580645 0.95 0.35443037974683544 0.3584905660377358 0.9491525423728814 0.38 0.0 0.386 0.0 0.3269223642764499 0.41428571428571426 0.2991452991452992 0.9354838709677419 0.1794871794871795 0.26605504587155965 0.8974358974358975 0.566
paraphrase-MiniLM-L3-v2_mask 2 0.683 0.0 0.697 0.0 0.8277536954359056 0.7018822100789314 0.8847147217656727 0.6282608695652174 0.926709296606001 0.7950481430536451 0.8463611859838275 0.711 0.0 0.71 0.0 0.817726757912138 0.7609427609427609 0.8559837728194726 0.710691823899371 0.8940677966101694 0.8188405797101449 0.8210116731517509 0.659 0.0 0.655 0.0 0.7908462143286393 0.6386554621848739 0.8643533123028391 0.5352112676056338 0.9319727891156463 0.7916666666666666 0.8058823529411765 0.749 0.0 0.753 0.0 0.8417978105180544 0.8426966292134833 0.8409090909090909 0.8522727272727273 0.8314606741573034 0.8333333333333334 0.8505747126436781 0.661 0.0 0.665 0.0 0.8396325950010162 0.6571428571428571 0.9027027027027028 0.5655737704918032 0.9461756373937678 0.7840909090909091 0.8630490956072352 0.629 0.0 0.639 0.0 0.8274599902434419 0.6603773584905662 0.8909090909090909 0.5833333333333334 0.930379746835443 0.7608695652173914 0.8546511627906976 0.688 0.0 0.689 0.0 0.8498696899570014 0.6538461538461537 0.9121951219512194 0.5483870967741935 0.958974358974359 0.8095238095238095 0.8697674418604651 0.566
distiluse-base-multilingual-cased-v1 2 0.601 0.0 0.603 0.0 0.4857807202556087 0.5561694290976058 0.45392749244712993 0.9847826086956522 0.2956222331529759 0.38751069289991447 0.9772357723577236 0.388 0.0 0.407 0.0 0.45167320302236397 0.6187624750499002 0.3391003460207612 0.9748427672955975 0.2076271186440678 0.45321637426900585 0.9245283018867925 0.511 0.0 0.509 0.0 0.5010703363914373 0.5666666666666667 0.46938775510204084 0.9577464788732394 0.3129251700680272 0.40236686390532544 0.9387755102040817 0.022 0.767 0.084 0.264 0.3638904076301561 0.6666666666666666 0.06451612903225806 0.9886363636363636 0.033707865168539325 0.5028901734104047 0.75 0.535 0.0 0.556 0.0 0.36848252656843494 0.4588910133843212 0.33723653395784536 0.9836065573770492 0.20396600566572237 0.29925187032418954 0.972972972972973 0.578 0.0 0.585 0.0 0.3926496182006479 0.4813278008298756 0.358974358974359 0.9666666666666667 0.22151898734177214 0.32044198895027626 0.9459459459459459 0.5 0.0 0.536 0.0 0.3480960591812712 0.4397163120567376 0.3189655172413793 1.0 0.18974358974358974 0.2818181818181818 1.0 0.657
distiluse-base-multilingual-cased-v1_mask 2 0.684 0.0 0.702 0.0 0.826145372268137 0.7136414881623451 0.8770571151984511 0.6880434782608695 0.8912936546974914 0.7412177985948478 0.8632682229633158 0.687 0.0 0.692 0.0 0.8209955350578354 0.7682119205298013 0.8565573770491804 0.7295597484276729 0.885593220338983 0.8111888111888111 0.8293650793650794 0.64 0.0 0.654 0.0 0.7989135383704783 0.6612903225806451 0.8653846153846154 0.5774647887323944 0.9183673469387755 0.7735849056603774 0.8181818181818182 0.698 0.0 0.698 0.0 0.8417978105180544 0.8426966292134833 0.8409090909090909 0.8522727272727273 0.8314606741573034 0.8333333333333334 0.8505747126436781 0.654 0.0 0.7 0.0 0.8543430881222894 0.6995515695067265 0.9078404401650619 0.639344262295082 0.9348441926345609 0.7722772277227723 0.8823529411764706 0.602 0.0 0.667 0.0 0.8382250565624921 0.6851851851851851 0.896341463414634 0.6166666666666667 0.930379746835443 0.7708333333333334 0.8647058823529412 0.693 0.0 0.723 0.0 0.8680189731645981 0.7130434782608696 0.9172932330827067 0.6612903225806451 0.9384615384615385 0.7735849056603774 0.8970588235294118 0.657
distiluse-base-multilingual-cased-v2 2 0.604 0.0 0.606 0.0 0.5215932661564562 0.5689057079785556 0.50018281535649 0.9804347826086957 0.3364485981308411 0.4007107952021324 0.9743589743589743 0.368 0.0 0.386 0.0 0.4767881483417982 0.6247464503042597 0.3771043771043771 0.9685534591194969 0.23728813559322035 0.46107784431137727 0.9180327868852459 0.512 0.0 0.51 0.0 0.5327658846483362 0.5751072961373391 0.5123152709359606 0.9436619718309859 0.35374149659863946 0.41358024691358025 0.9285714285714286 -0.018 0.811 0.032 0.67 0.3755185072170287 0.6692307692307692 0.0851063829787234 0.9886363636363636 0.0449438202247191 0.5058139534883721 0.8 0.541 0.0 0.557 0.0 0.37159545657569637 0.45977011494252873 0.3411214953271028 0.9836065573770492 0.20679886685552407 0.3 0.9733333333333334 0.614 0.0 0.609 0.0 0.43153547118982477 0.4936170212765957 0.4079601990049751 0.9666666666666667 0.25949367088607594 0.3314285714285714 0.9534883720930233 0.484 0.0 0.52 0.0 0.3181534241800582 0.43205574912891986 0.2819383259911894 1.0 0.1641025641025641 0.27555555555555555 1.0 0.632
distiluse-base-multilingual-cased-v2_mask 2 0.689 0.0 0.71 0.0 0.8267701529425348 0.7059516794342958 0.8814445236398195 0.6510869565217391 0.912444663059518 0.7709137709137709 0.8524816176470589 0.68 0.0 0.682 0.0 0.8270996907033432 0.7697594501718213 0.8657314629258517 0.7044025157232704 0.9152542372881356 0.8484848484848485 0.8212927756653993 0.638 0.0 0.647 0.0 0.8200304634920851 0.6890756302521008 0.8832807570977917 0.5774647887323944 0.9523809523809523 0.8541666666666666 0.8235294117647058 0.687 0.0 0.684 0.0 0.8304001871207232 0.8255813953488372 0.8351648351648352 0.8068181818181818 0.8539325842696629 0.8452380952380952 0.8172043010752689 0.658 0.0 0.703 0.0 0.8497252935263799 0.6822429906542056 0.9076086956521738 0.5983606557377049 0.9461756373937678 0.7934782608695652 0.8720626631853786 0.626 0.0 0.686 0.0 0.853014617175883 0.7155963302752293 0.9051987767584098 0.65 0.9367088607594937 0.7959183673469388 0.8757396449704142 0.681 0.0 0.715 0.0 0.8463493936004473 0.6476190476190475 0.9095354523227384 0.5483870967741935 0.9538461538461539 0.7906976744186046 0.8691588785046729 0.632
multi-qa-MiniLM-L6-dot-v1 2 0.52 0.0 0.527 0.0 0.7125351078778388 0.619438444924406 0.7546644388749653 0.7793478260869565 0.6665027053615347 0.513978494623656 0.8697047496790757 0.272 0.0 0.298 0.0 0.5955758663168219 0.5683646112600536 0.6139088729016787 0.6666666666666666 0.5423728813559322 0.4953271028037383 0.7071823204419889 0.488 0.0 0.498 0.0 0.7238080567020728 0.6309523809523809 0.7686567164179104 0.7464788732394366 0.7006802721088435 0.5463917525773195 0.8512396694214877 -0.194 0.01 -0.119 0.115 0.42580910077102135 0.5170731707317073 0.3355704697986577 0.6022727272727273 0.2808988764044944 0.452991452991453 0.4166666666666667 0.457 0.0 0.447 0.0 0.6265706891140256 0.490566037735849 0.6735751295336787 0.7459016393442623 0.5524079320113314 0.3654618473895582 0.8628318584070797 0.568 0.0 0.524 0.0 0.678644783943976 0.5595238095238095 0.7238805970149254 0.7833333333333333 0.6139240506329114 0.4351851851851852 0.8818181818181818 0.375 0.0 0.389 0.0 0.582765517376971 0.43349753694581283 0.6302250803858521 0.7096774193548387 0.5025641025641026 0.3120567375886525 0.8448275862068966 0.255
multi-qa-MiniLM-L6-dot-v1_mask 2 0.572 0.0 0.591 0.0 0.7720159835923901 0.5793382849426063 0.8592090395480227 0.46630434782608693 0.9350713231677324 0.7647058823529411 0.794732441471572 0.499 0.0 0.512 0.0 0.663758097374505 0.48945147679324896 0.7811934900542495 0.36477987421383645 0.9152542372881356 0.7435897435897436 0.6813880126182965 0.535 0.0 0.553 0.0 0.7424459220604327 0.5321100917431193 0.8440366972477065 0.4084507042253521 0.9387755102040817 0.7631578947368421 0.7666666666666667 0.366 0.0 0.389 0.0 0.5723651317434129 0.453125 0.6902654867256637 0.32954545454545453 0.8764044943820225 0.725 0.5693430656934306 0.52 0.0 0.545 0.0 0.8043424561403509 0.57 0.8853333333333333 0.4672131147540984 0.9405099150141643 0.7307692307692307 0.836272040302267 0.598 0.0 0.584 0.0 0.8000539665407447 0.5833333333333334 0.8823529411764706 0.4666666666666667 0.9493670886075949 0.7777777777777778 0.8241758241758241 0.466 0.0 0.524 0.0 0.8081668260561682 0.5576923076923077 0.8878048780487804 0.46774193548387094 0.9333333333333333 0.6904761904761905 0.8465116279069768 0.255
multi-qa-distilbert-dot-v1 2 0.567 0.0 0.569 0.0 0.5929818162672584 0.5941196350118284 0.5924669155072956 0.9554347826086956 0.4294146581406788 0.43109367336929866 0.9551422319474836 0.369 0.0 0.395 0.0 0.5166228194846797 0.6196581196581196 0.4472049689440994 0.9119496855345912 0.3050847457627119 0.4692556634304207 0.8372093023255814 0.488 0.0 0.503 0.0 0.5751390591483192 0.5855855855855856 0.5700934579439252 0.9154929577464789 0.41496598639455784 0.4304635761589404 0.9104477611940298 0.07 0.354 0.115 0.127 0.4257932315669673 0.6504065040650406 0.2037037037037037 0.9090909090909091 0.12359550561797752 0.5063291139240507 0.5789473684210527 0.487 0.0 0.484 0.0 0.5078706072702232 0.5063291139240506 0.5084033613445378 0.9836065573770492 0.34277620396600567 0.3409090909090909 0.983739837398374 0.609 0.0 0.582 0.0 0.5948166994762842 0.5673076923076923 0.6052631578947368 0.9833333333333333 0.43670886075949367 0.39864864864864863 0.9857142857142858 0.401 0.0 0.41 0.0 0.4288337890037004 0.45864661654135336 0.41935483870967744 0.9838709677419355 0.26666666666666666 0.29901960784313725 0.9811320754716981 0.548
multi-qa-distilbert-dot-v1_mask 2 0.648 0.0 0.664 0.0 0.8155631578306912 0.6989426822481913 0.8683377950839621 0.6826086956521739 0.8775209050664043 0.7160775370581528 0.859344894026975 0.624 0.0 0.64 0.0 0.765723671779662 0.7012987012987013 0.8091286307053942 0.6792452830188679 0.826271186440678 0.7248322147651006 0.7926829268292683 0.566 0.0 0.594 0.0 0.7668335520284234 0.6268656716417911 0.8344370860927152 0.5915492957746479 0.8571428571428571 0.6666666666666666 0.8129032258064516 0.648 0.0 0.653 0.0 0.7626664069095397 0.7586206896551724 0.7666666666666667 0.75 0.7752808988764045 0.7674418604651163 0.7582417582417582 0.652 0.0 0.669 0.0 0.8296678885648819 0.6610169491525425 0.8879551820728292 0.639344262295082 0.8980169971671388 0.6842105263157895 0.8781163434903048 0.678 0.0 0.686 0.0 0.821614646538194 0.6607142857142857 0.8827160493827162 0.6166666666666667 0.9050632911392406 0.7115384615384616 0.8614457831325302 0.638 0.0 0.659 0.0 0.8365758754863813 0.6612903225806451 0.8923076923076924 0.6612903225806451 0.8923076923076924 0.6612903225806451 0.8923076923076924 0.548
multi-qa-mpnet-base-dot-v1 2 0.572 0.0 0.566 0.0 0.6156027332317447 0.599650959860384 0.6228214403156856 0.933695652173913 0.4658140678799803 0.4416452442159383 0.939484126984127 0.332 0.0 0.345 0.0 0.5470569274183821 0.6126126126126126 0.5028901734104047 0.8553459119496856 0.3686440677966102 0.47719298245614034 0.7909090909090909 0.518 0.0 0.523 0.0 0.6312173447977948 0.6197183098591549 0.6367713004484304 0.9295774647887324 0.48299319727891155 0.4647887323943662 0.9342105263157895 -0.034 0.655 -0.013 0.862 0.4321344908364338 0.6060606060606061 0.26016260162601623 0.7954545454545454 0.1797752808988764 0.48951048951048953 0.47058823529411764 0.474 0.0 0.477 0.0 0.5024302324062097 0.49145299145299143 0.5062240663900415 0.9426229508196722 0.34560906515580736 0.33236994219653176 0.9457364341085271 0.591 0.0 0.548 0.0 0.5229357798165137 0.5229357798165137 0.5229357798165137 0.95 0.36075949367088606 0.36075949367088606 0.95 0.383 0.0 0.422 0.0 0.48556703218960023 0.464 0.4924242424242424 0.9354838709677419 0.3333333333333333 0.30851063829787234 0.9420289855072463 0.477
multi-qa-mpnet-base-dot-v1_mask 2 0.672 0.0 0.677 0.0 0.8170384225560161 0.7186858316221766 0.8615462354724609 0.7608695652173914 0.838662075750123 0.6809338521400778 0.8857142857142857 0.595 0.0 0.609 0.0 0.7617742883084976 0.7025316455696202 0.8016877637130803 0.6981132075471698 0.8050847457627118 0.7070063694267515 0.7983193277310925 0.629 0.0 0.654 0.0 0.8073394495412844 0.704225352112676 0.8571428571428571 0.704225352112676 0.8571428571428571 0.704225352112676 0.8571428571428571 0.48 0.0 0.492 0.0 0.706158408554668 0.7011494252873564 0.7111111111111111 0.6931818181818182 0.7191011235955056 0.7093023255813954 0.7032967032967034 0.638 0.0 0.657 0.0 0.8324573496050575 0.6774193548387096 0.8860398860398859 0.6885245901639344 0.8810198300283286 0.6666666666666666 0.8911174785100286 0.641 0.0 0.645 0.0 0.809211874245908 0.6612903225806451 0.8653846153846154 0.6833333333333333 0.8544303797468354 0.640625 0.8766233766233766 0.624 0.0 0.666 0.0 0.8521400778210118 0.6935483870967742 0.9025641025641027 0.6935483870967742 0.9025641025641026 0.6935483870967742 0.9025641025641026 0.477
multi-qa-MiniLM-L6-cos-v1 2 0.591 0.0 0.588 0.0 0.5766807888346333 0.5895992050347797 0.57083477658469 0.967391304347826 0.40531234628627644 0.4240114340161982 0.9648711943793911 0.336 0.0 0.363 0.0 0.5056953570579759 0.6263048016701461 0.4244372990353697 0.9433962264150944 0.2796610169491525 0.46875 0.88 0.55 0.0 0.55 0.0 0.5774602760506495 0.5955555555555555 0.5687203791469195 0.9436619718309859 0.40816326530612246 0.43506493506493504 0.9375 -0.172 0.022 -0.096 0.203 0.3852644690600116 0.6535433070866141 0.12 0.9431818181818182 0.06741573033707865 0.5 0.5454545454545454 0.499 0.0 0.492 0.0 0.40941883525864625 0.4735812133072408 0.38724373576309795 0.9918032786885246 0.24079320113314448 0.3110539845758355 0.9883720930232558 0.606 0.0 0.576 0.0 0.4957352787668612 0.5221238938053097 0.4857142857142857 0.9833333333333333 0.3227848101265823 0.35542168674698793 0.9807692307692307 0.434 0.0 0.448 0.0 0.3302699172276093 0.4350877192982457 0.296943231441048 1.0 0.17435897435897435 0.27802690582959644 1.0 0.592
multi-qa-MiniLM-L6-cos-v1_mask 2 0.706 0.0 0.717 0.0 0.8423199047749229 0.7460404150737302 0.8858895705521472 0.7423913043478261 0.8878504672897196 0.7497255762897914 0.8839373163565132 0.699 0.0 0.702 0.0 0.8274749196622938 0.7834394904458599 0.8571428571428572 0.7735849056603774 0.864406779661017 0.7935483870967742 0.85 0.693 0.0 0.698 0.0 0.841446815379328 0.7462686567164178 0.8874172185430464 0.704225352112676 0.9115646258503401 0.7936507936507936 0.864516129032258 0.663 0.0 0.672 0.0 0.8078360066670996 0.8111111111111111 0.8045977011494253 0.8295454545454546 0.7865168539325843 0.7934782608695652 0.8235294117647058 0.687 0.0 0.719 0.0 0.8736842105263158 0.7540983606557377 0.9150141643059491 0.7540983606557377 0.9150141643059491 0.7540983606557377 0.9150141643059491 0.649 0.0 0.679 0.0 0.8482265826192716 0.7226890756302521 0.8958990536277602 0.7166666666666667 0.8987341772151899 0.7288135593220338 0.8930817610062893 0.72 0.0 0.76 0.0 0.895226831244436 0.7839999999999999 0.9305912596401028 0.7903225806451613 0.9282051282051282 0.7777777777777778 0.9329896907216495 0.592
multi-qa-distilbert-cos-v1 2 0.591 0.0 0.584 0.0 0.5312298807551471 0.5726088338099777 0.5125045306270388 0.9793478260869565 0.34776192818494833 0.40458015267175573 0.9738292011019284 0.375 0.0 0.409 0.0 0.4767479715446815 0.6290322580645161 0.37414965986394555 0.9811320754716981 0.2330508474576271 0.4629080118694362 0.9482758620689655 0.525 0.0 0.515 0.0 0.5248406157673767 0.5762711864406779 0.5 0.9577464788732394 0.3401360544217687 0.4121212121212121 0.9433962264150944 0.024 0.748 0.094 0.215 0.3900413326305862 0.676923076923077 0.10638297872340426 1.0 0.056179775280898875 0.5116279069767442 1.0 0.503 0.0 0.494 0.0 0.41676648841354724 0.4784313725490196 0.39545454545454545 1.0 0.24645892351274787 0.31443298969072164 1.0 0.607 0.0 0.57 0.0 0.493304980871374 0.5263157894736842 0.48076923076923084 1.0 0.31645569620253167 0.35714285714285715 1.0 0.437 0.0 0.455 0.0 0.3480960591812712 0.4397163120567376 0.3189655172413793 1.0 0.18974358974358974 0.2818181818181818 1.0 0.614
multi-qa-distilbert-cos-v1_mask 2 0.706 0.0 0.716 0.0 0.8337358079252664 0.7426204039357844 0.8749685534591195 0.7793478260869565 0.8553861288735858 0.7091988130563798 0.8954685890834192 0.715 0.0 0.718 0.0 0.811497204155248 0.7774480712166173 0.8344370860927152 0.8238993710691824 0.8008474576271186 0.7359550561797753 0.8709677419354839 0.677 0.0 0.679 0.0 0.8080175736249005 0.7083333333333335 0.8561643835616437 0.7183098591549296 0.8503401360544217 0.6986301369863014 0.8620689655172413 0.737 0.0 0.743 0.0 0.811927298592107 0.8290155440414507 0.7950310559006211 0.9090909090909091 0.7191011235955056 0.7619047619047619 0.8888888888888888 0.714 0.0 0.725 0.0 0.8610526315789474 0.7295081967213115 0.9065155807365439 0.7295081967213115 0.9065155807365439 0.7295081967213115 0.9065155807365439 0.663 0.0 0.677 0.0 0.8323053777397562 0.7040000000000001 0.8810289389067523 0.7333333333333333 0.8670886075949367 0.676923076923077 0.8954248366013072 0.751 0.0 0.767 0.0 0.8855031151996827 0.7563025210084033 0.9265822784810127 0.7258064516129032 0.9384615384615385 0.7894736842105263 0.915 0.614
multi-qa-mpnet-base-cos-v1 2 0.602 0.0 0.592 0.0 0.522559836049189 0.5699873896595208 0.5010972933430871 0.9826086956521739 0.3369404820462371 0.40142095914742454 0.9771754636233951 0.382 0.0 0.398 0.0 0.48611444288756106 0.6257668711656441 0.3920265780730897 0.9622641509433962 0.25 0.4636363636363636 0.9076923076923077 0.558 0.0 0.554 0.0 0.5422049576857435 0.5836909871244635 0.5221674876847291 0.9577464788732394 0.36054421768707484 0.41975308641975306 0.9464285714285714 0.004 0.961 0.032 0.676 0.39172575809985016 0.6640625000000001 0.12244897959183673 0.9659090909090909 0.06741573033707865 0.5059523809523809 0.6666666666666666 0.533 0.0 0.529 0.0 0.4554966904440589 0.4888888888888889 0.44395604395604393 0.9918032786885246 0.28611898016997167 0.32439678284182305 0.9901960784313726 0.606 0.0 0.564 0.0 0.4779467563602118 0.5152838427947599 0.46376811594202894 0.9833333333333333 0.3037974683544304 0.34911242603550297 0.9795918367346939 0.458 0.0 0.502 0.0 0.4367666530453157 0.46616541353383456 0.4274193548387097 1.0 0.2717948717948718 0.30392156862745096 1.0 0.634
multi-qa-mpnet-base-cos-v1_mask 2 0.717 0.0 0.722 0.0 0.8047394335641536 0.7271062271062271 0.8398710370768404 0.8630434782608696 0.7688145597638957 0.6281645569620253 0.9253996447602132 0.687 0.0 0.699 0.0 0.7768328963231836 0.7520891364902508 0.7935034802784222 0.8490566037735849 0.7245762711864406 0.675 0.8769230769230769 0.693 0.0 0.706 0.0 0.8029367770243319 0.725 0.8405797101449275 0.8169014084507042 0.7891156462585034 0.651685393258427 0.8992248062015504 0.624 0.0 0.649 0.0 0.7415920499160648 0.7738693467336683 0.7096774193548387 0.875 0.6179775280898876 0.6936936936936937 0.8333333333333334 0.699 0.0 0.721 0.0 0.851702374845391 0.736462093862816 0.8915304606240714 0.8360655737704918 0.8498583569405099 0.6580645161290323 0.9375 0.679 0.0 0.694 0.0 0.8150554704373029 0.7042253521126761 0.8571428571428572 0.8333333333333334 0.7974683544303798 0.6097560975609756 0.9264705882352942 0.705 0.0 0.745 0.0 0.8825412252493555 0.7703703703703705 0.9182058047493405 0.8387096774193549 0.8923076923076924 0.7123287671232876 0.9456521739130435 0.634
msmarco-distilbert-base-tas-b 2 0.531 0.0 0.526 0.0 0.5947895066061886 0.5917602996254682 0.5961603233411923 0.9445652173913044 0.4353172651254304 0.43083787803668816 0.9455128205128205 0.268 0.0 0.289 0.0 0.501329915077712 0.6160337552742616 0.42405063291139244 0.9182389937106918 0.2838983050847458 0.4634920634920635 0.8375 0.424 0.0 0.421 0.0 0.5528264855038535 0.5610859728506787 0.5488372093023256 0.8732394366197183 0.4013605442176871 0.41333333333333333 0.8676470588235294 -0.185 0.014 -0.112 0.139 0.40979543790782913 0.6640316205533596 0.15841584158415842 0.9545454545454546 0.0898876404494382 0.509090909090909 0.6666666666666666 0.373 0.0 0.356 0.0 0.3733392335938236 0.4576923076923078 0.3441860465116279 0.9754098360655737 0.2096317280453258 0.2989949748743719 0.961038961038961 0.521 0.0 0.483 0.0 0.5321100917431193 0.5321100917431193 0.5321100917431193 0.9666666666666667 0.3670886075949367 0.3670886075949367 0.9666666666666667 0.391 0.0 0.356 0.0 0.21198568046710112 0.40397350993377484 0.15094339622641512 0.9838709677419355 0.08205128205128205 0.25416666666666665 0.9411764705882353 0.181
msmarco-distilbert-base-tas-b_mask 2 0.653 0.0 0.654 0.0 0.8168000673737269 0.6928860613071139 0.8728752693320565 0.6510869565217391 0.896704377766847 0.7404202719406675 0.8502798507462687 0.701 0.0 0.697 0.0 0.8119536243685814 0.7508532423208191 0.8531187122736418 0.6918238993710691 0.8983050847457628 0.8208955223880597 0.8122605363984674 0.598 0.0 0.594 0.0 0.7686626928225945 0.6201550387596899 0.8403908794788273 0.5633802816901409 0.8775510204081632 0.6896551724137931 0.80625 0.796 0.0 0.798 0.0 0.863727943256239 0.8536585365853658 0.8736842105263158 0.7954545454545454 0.9325842696629213 0.9210526315789473 0.8217821782178217 0.632 0.0 0.608 0.0 0.8120719647564693 0.6239316239316239 0.877094972067039 0.5983606557377049 0.8895184135977338 0.6517857142857143 0.8650137741046832 0.607 0.0 0.592 0.0 0.7854038766641375 0.5964912280701755 0.857142857142857 0.5666666666666667 0.8734177215189873 0.6296296296296297 0.8414634146341463 0.651 0.0 0.626 0.0 0.8346817041616466 0.6499999999999999 0.8934010152284264 0.6290322580645161 0.9025641025641026 0.6724137931034483 0.8844221105527639 0.181
msmarco-distilbert-dot-v5 2 0.535 0.0 0.53 0.0 0.6045254733208938 0.595246296934206 0.6087246087246088 0.9391304347826087 0.44958189867191345 0.4357034795763994 0.9422680412371134 0.361 0.0 0.382 0.0 0.5127674202288997 0.628930817610063 0.43450479233226835 0.9433962264150944 0.288135593220339 0.4716981132075472 0.8831168831168831 0.477 0.0 0.467 0.0 0.5727032801307026 0.5753424657534247 0.5714285714285714 0.8873239436619719 0.4217687074829932 0.42567567567567566 0.8857142857142857 0.006 0.94 0.085 0.26 0.39815727236893966 0.6744186046511627 0.12499999999999999 0.9886363636363636 0.06741573033707865 0.5117647058823529 0.8571428571428571 0.455 0.0 0.425 0.0 0.44667970917815364 0.4756097560975609 0.43668122270742366 0.9590163934426229 0.28328611898017 0.3162162162162162 0.9523809523809523 0.518 0.0 0.474 0.0 0.5429136532506245 0.5213270142180095 0.5511111111111112 0.9166666666666666 0.3924050632911392 0.36423841059602646 0.9253731343283582 0.472 0.0 0.452 0.0 0.35394778529017307 0.44128113879003555 0.3261802575107296 1.0 0.19487179487179487 0.2831050228310502 1.0 0.215
msmarco-distilbert-dot-v5_mask 2 0.685 0.0 0.701 0.0 0.842240281729784 0.7272727272727272 0.894266917293233 0.6521739130434783 0.9360550909985244 0.821917808219178 0.8560503823661718 0.724 0.0 0.722 0.0 0.8529057070162771 0.8041237113402062 0.8857715430861723 0.7358490566037735 0.9364406779661016 0.8863636363636364 0.8403041825095057 0.65 0.0 0.652 0.0 0.8285878766739253 0.7008547008547008 0.890282131661442 0.5774647887323944 0.9659863945578231 0.8913043478260869 0.8255813953488372 0.778 0.0 0.78 0.0 0.8756824036192826 0.8735632183908046 0.8777777777777778 0.8636363636363636 0.8876404494382022 0.8837209302325582 0.8681318681318682 0.668 0.0 0.676 0.0 0.847221108555209 0.6760563380281689 0.9063772048846677 0.5901639344262295 0.9461756373937678 0.7912087912087912 0.8697916666666666 0.641 0.0 0.636 0.0 0.8150046372446688 0.6274509803921569 0.8862275449101796 0.5333333333333333 0.9367088607594937 0.7619047619047619 0.8409090909090909 0.699 0.0 0.727 0.0 0.8742594734812634 0.7207207207207208 0.9230769230769231 0.6451612903225806 0.9538461538461539 0.8163265306122449 0.8942307692307693 0.215
msmarco-bert-base-dot-v5 2 0.501 0.0 0.498 0.0 0.5458734394665741 0.572541382667965 0.5338053097345133 0.9586956521739131 0.3708804722085588 0.40814437760296157 0.952020202020202 0.307 0.0 0.322 0.0 0.49495724087877035 0.6224066390041494 0.4090909090909091 0.9433962264150944 0.2669491525423729 0.46439628482972134 0.875 0.434 0.0 0.423 0.0 0.5512519722771566 0.5650224215246638 0.5446009389671361 0.8873239436619719 0.3945578231292517 0.4144736842105263 0.8787878787878788 -0.113 0.134 -0.053 0.48 0.3869384868492808 0.6718146718146719 0.10526315789473684 0.9886363636363636 0.056179775280898875 0.5087719298245614 0.8333333333333334 0.43 0.0 0.411 0.0 0.4298688708621907 0.47504990019960075 0.4142538975501113 0.9754098360655737 0.26345609065155806 0.31398416886543534 0.96875 0.478 0.0 0.451 0.0 0.48639704318846966 0.5132743362831859 0.47619047619047616 0.9666666666666667 0.31645569620253167 0.3493975903614458 0.9615384615384616 0.429 0.0 0.413 0.0 0.38004987767389475 0.4436363636363637 0.3598326359832636 0.9838709677419355 0.2205128205128205 0.2863849765258216 0.9772727272727273 0.103
msmarco-bert-base-dot-v5_mask 2 0.694 0.0 0.708 0.0 0.8374394920671852 0.7272727272727273 0.8872936109117012 0.6826086956521739 0.911952779144122 0.7781908302354399 0.863932898415657 0.723 0.0 0.717 0.0 0.8498550677240612 0.8090614886731391 0.8773388773388773 0.7861635220125787 0.8940677966101694 0.8333333333333334 0.8612244897959184 0.654 0.0 0.658 0.0 0.8313232518326676 0.7272727272727273 0.8815789473684211 0.676056338028169 0.9115646258503401 0.7868852459016393 0.8535031847133758 0.77 0.0 0.762 0.0 0.8700564971751412 0.8700564971751412 0.8700564971751412 0.875 0.8651685393258427 0.8651685393258427 0.875 0.668 0.0 0.672 0.0 0.8489295460978777 0.6849315068493151 0.9056087551299589 0.6147540983606558 0.9376770538243626 0.7731958762886598 0.8756613756613757 0.634 0.0 0.643 0.0 0.8174983303551612 0.6548672566371682 0.8792569659442724 0.6166666666666667 0.8987341772151899 0.6981132075471698 0.8606060606060606 0.708 0.0 0.704 0.0 0.8759322758543253 0.7169811320754716 0.9264705882352942 0.6129032258064516 0.9692307692307692 0.8636363636363636 0.8873239436619719 0.103
msmarco-MiniLM-L6-cos-v5 2 0.511 0.0 0.512 0.0 0.5999195439148616 0.5941136208076659 0.6025469168900804 0.9434782608695652 0.44220363994097395 0.43356643356643354 0.9453207150368034 0.303 0.0 0.309 0.0 0.5517584814411153 0.6422413793103449 0.49079754601226994 0.9371069182389937 0.3389830508474576 0.4885245901639344 0.8888888888888888 0.448 0.0 0.437 0.0 0.6118888578884312 0.6046511627906976 0.6153846153846154 0.9154929577464789 0.46258503401360546 0.4513888888888889 0.918918918918919 -0.04 0.601 -0.0 0.999 0.4503748650777444 0.6746987951807228 0.22857142857142856 0.9545454545454546 0.1348314606741573 0.5217391304347826 0.75 0.399 0.0 0.401 0.0 0.4942173005111438 0.4957983193277311 0.49367088607594933 0.9672131147540983 0.3314447592067989 0.3333333333333333 0.9669421487603306 0.518 0.0 0.495 0.0 0.5753488210255279 0.5523809523809524 0.5840707964601769 0.9666666666666667 0.4177215189873418 0.38666666666666666 0.9705882352941176 0.337 0.0 0.351 0.0 0.4209009249620852 0.4511278195488722 0.41129032258064524 0.967741935483871 0.26153846153846155 0.29411764705882354 0.9622641509433962 0.623
msmarco-MiniLM-L6-cos-v5_mask 2 0.634 0.0 0.651 0.0 0.8147994111379268 0.6897746967071057 0.8713772455089821 0.6489130434782608 0.8947368421052632 0.7361282367447596 0.8492063492063492 0.631 0.0 0.625 0.0 0.7817855552469258 0.7138047138047138 0.8275862068965517 0.6666666666666666 0.864406779661017 0.7681159420289855 0.7937743190661478 0.598 0.0 0.596 0.0 0.7886337726272333 0.6564885496183206 0.8524590163934427 0.6056338028169014 0.8843537414965986 0.7166666666666667 0.8227848101265823 0.618 0.0 0.612 0.0 0.7732147486447773 0.7590361445783131 0.7872340425531915 0.7159090909090909 0.8314606741573034 0.8076923076923077 0.7474747474747475 0.582 0.0 0.615 0.0 0.7998348523192494 0.593886462882096 0.8710124826629682 0.5573770491803278 0.8895184135977338 0.6355140186915887 0.8532608695652174 0.573 0.0 0.588 0.0 0.7746394711619491 0.5882352941176471 0.8454258675078865 0.5833333333333334 0.8481012658227848 0.5932203389830508 0.8427672955974843 0.586 0.0 0.637 0.0 0.8208652771891976 0.6 0.8910891089108912 0.532258064516129 0.9230769230769231 0.6875 0.861244019138756 0.623
msmarco-MiniLM-L12-cos-v5 2 0.511 0.0 0.509 0.0 0.6089833768755095 0.5893923428170003 0.6178489702517163 0.9119565217391304 0.4648303000491884 0.4353918007265179 0.9210526315789473 0.326 0.0 0.323 0.0 0.5392991123190457 0.6244541484716158 0.48192771084337344 0.89937106918239 0.3389830508474576 0.4782608695652174 0.8333333333333334 0.449 0.0 0.428 0.0 0.5896586803729048 0.5794392523364486 0.5945945945945946 0.8732394366197183 0.4489795918367347 0.43356643356643354 0.88 0.021 0.782 0.041 0.59 0.45808347436577507 0.6639344262295083 0.2545454545454545 0.9204545454545454 0.15730337078651685 0.5192307692307693 0.6666666666666666 0.342 0.0 0.333 0.0 0.4693772808148984 0.475991649269311 0.46709129511677283 0.9344262295081968 0.311614730878187 0.31932773109243695 0.9322033898305084 0.511 0.0 0.47 0.0 0.5730179659979714 0.5410628019323672 0.5851528384279476 0.9333333333333333 0.4240506329113924 0.38095238095238093 0.9436619718309859 0.253 0.0 0.253 0.0 0.3725241133530944 0.4264705882352941 0.35537190082644626 0.9354838709677419 0.2205128205128205 0.2761904761904762 0.9148936170212766 0.61
msmarco-MiniLM-L12-cos-v5_mask 2 0.646 0.0 0.666 0.0 0.8178692002625306 0.6997742663656885 0.8713110788582487 0.6739130434782609 0.8858829316281358 0.7276995305164319 0.8572108519752499 0.656 0.0 0.648 0.0 0.7793976238972312 0.7114093959731543 0.8252032520325203 0.6666666666666666 0.8601694915254238 0.762589928057554 0.79296875 0.646 0.0 0.649 0.0 0.7957312466270912 0.676470588235294 0.8533333333333333 0.647887323943662 0.8707482993197279 0.7076923076923077 0.8366013071895425 0.614 0.0 0.607 0.0 0.7611098033061309 0.7407407407407407 0.78125 0.6818181818181818 0.8426966292134831 0.8108108108108109 0.7281553398058253 0.549 0.0 0.612 0.0 0.8499951206035518 0.6905829596412556 0.9050894085281981 0.6311475409836066 0.9320113314447592 0.7623762376237624 0.8796791443850267 0.534 0.0 0.582 0.0 0.8287088834191094 0.6666666666666665 0.8902439024390243 0.6 0.9240506329113924 0.75 0.8588235294117647 0.547 0.0 0.636 0.0 0.8680189731645981 0.7130434782608696 0.9172932330827067 0.6612903225806451 0.9384615384615385 0.7735849056603774 0.8970588235294118 0.61
msmarco-distilbert-cos-v5 2 0.502 0.0 0.496 0.0 0.5734512956798631 0.5790003354579001 0.570940170940171 0.9380434782608695 0.4107230693556321 0.41872877244056284 0.9360986547085202 0.327 0.0 0.336 0.0 0.5329164323110388 0.6324786324786326 0.4658385093167701 0.9308176100628931 0.3177966101694915 0.47896440129449835 0.872093023255814 0.467 0.0 0.437 0.0 0.5989268478230438 0.6063348416289593 0.5953488372093023 0.9436619718309859 0.43537414965986393 0.44666666666666666 0.9411764705882353 0.033 0.666 0.067 0.375 0.4294670316996844 0.6558704453441295 0.205607476635514 0.9204545454545454 0.12359550561797752 0.5094339622641509 0.6111111111111112 0.368 0.0 0.344 0.0 0.39922563092222535 0.46274509803921565 0.37727272727272726 0.9672131147540983 0.23512747875354106 0.30412371134020616 0.9540229885057471 0.435 0.0 0.394 0.0 0.5193317306327964 0.5161290322580645 0.5205479452054794 0.9333333333333333 0.36075949367088606 0.35668789808917195 0.9344262295081968 0.399 0.0 0.372 0.0 0.2806274738949643 0.4232081911262799 0.23529411764705882 1.0 0.13333333333333333 0.2683982683982684 1.0 0.63
msmarco-distilbert-cos-v5_mask 2 0.677 0.0 0.689 0.0 0.8290877547930322 0.7205800334634691 0.8781911013858498 0.7021739130434783 0.8883423512051156 0.7399770904925544 0.8682692307692308 0.677 0.0 0.669 0.0 0.8069524511821 0.7564102564102564 0.8410041841004183 0.7421383647798742 0.8516949152542372 0.7712418300653595 0.8305785123966942 0.661 0.0 0.657 0.0 0.8185430149586327 0.7111111111111111 0.8704318936877077 0.676056338028169 0.891156462585034 0.75 0.8506493506493507 0.637 0.0 0.64 0.0 0.7909604519774012 0.7909604519774012 0.7909604519774012 0.7954545454545454 0.7865168539325843 0.7865168539325843 0.7954545454545454 0.686 0.0 0.686 0.0 0.8495792016272564 0.6956521739130433 0.9027777777777778 0.6557377049180327 0.9206798866855525 0.7407407407407407 0.885558583106267 0.614 0.0 0.609 0.0 0.8109876840107042 0.6363636363636365 0.8773006134969324 0.5833333333333334 0.9050632911392406 0.7 0.8511904761904762 0.731 0.0 0.75 0.0 0.8819155029726046 0.7500000000000001 0.9238578680203046 0.7258064516129032 0.9333333333333333 0.7758620689655172 0.914572864321608 0.63
cross-encoder/ms-marco-TinyBERT-L-2-v2 2 0.41 0.0 0.404 0.0 0.42965584049380134 0.3835294117647059 0.5315852205005959 0.24053123462862763 0.9695652173913043 0.9458413926499033 0.36617405582922824 0.233 0.0 0.238 0.0 0.4114817100501813 0.2906574394463668 0.590818363273453 0.17796610169491525 0.9308176100628931 0.7924528301886793 0.4327485380116959 0.265 0.0 0.246 0.0 0.42473920630924433 0.383419689119171 0.5102880658436214 0.25170068027210885 0.8732394366197183 0.8043478260869565 0.36046511627906974 0.034 0.656 0.07 0.355 0.3838276836158192 0.10416666666666666 0.6666666666666666 0.056179775280898875 0.9772727272727273 0.7142857142857143 0.5058823529411764 0.236 0.0 0.242 0.0 0.25689146574956034 0.19746835443037972 0.4288288288288288 0.11048158640226628 0.9754098360655737 0.9285714285714286 0.2748267898383372 0.347 0.0 0.338 0.0 0.3859714398049608 0.35051546391752575 0.47933884297520657 0.21518987341772153 0.9666666666666667 0.9444444444444444 0.31868131868131866 0.169 0.007 0.177 0.004 0.13178064872613598 0.04975124378109452 0.38977635782747605 0.02564102564102564 0.9838709677419355 0.8333333333333334 0.24302788844621515 -7.869999885559082
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 2 0.63 0.0 0.589 0.0 0.8001661344353537 0.8670411985018726 0.6523867809057529 0.9109690113133301 0.5793478260869566 0.8271549799017418 0.7464985994397759 0.697 0.0 0.665 0.0 0.8157196852263507 0.8594059405940594 0.7508771929824561 0.9194915254237288 0.6729559748427673 0.8066914498141264 0.8492063492063492 0.603 0.0 0.553 0.0 0.7585963763258748 0.852760736196319 0.5636363636363636 0.9455782312925171 0.43661971830985913 0.776536312849162 0.7948717948717948 0.784 0.0 0.763 0.0 0.870048200702495 0.8715083798882682 0.8685714285714287 0.8764044943820225 0.8636363636363636 0.8666666666666667 0.8735632183908046 0.573 0.0 0.581 0.0 0.8233282709075861 0.8957219251336899 0.613861386138614 0.9490084985835694 0.5081967213114754 0.8481012658227848 0.775 0.495 0.0 0.543 0.0 0.8137676965083512 0.8814589665653495 0.6355140186915887 0.9177215189873418 0.5666666666666667 0.847953216374269 0.723404255319149 0.626 0.0 0.628 0.0 0.8303385619681941 0.9069212410501193 0.5894736842105264 0.9743589743589743 0.45161290322580644 0.8482142857142857 0.8484848484848485 -7.869999885559082
cross-encoder/ms-marco-MiniLM-L-2-v2 2 0.431 0.0 0.428 0.0 0.36824164091086525 0.3000831255195345 0.5188571428571429 0.17757009345794392 0.9869565217391304 0.967828418230563 0.351937984496124 0.244 0.0 0.257 0.0 0.38147810612442035 0.2352941176470588 0.5984555984555985 0.13559322033898305 0.9748427672955975 0.8888888888888888 0.43175487465181056 0.307 0.0 0.304 0.0 0.3946747049978185 0.33149171270718236 0.5254901960784314 0.20408163265306123 0.9436619718309859 0.8823529411764706 0.3641304347826087 -0.051 0.497 -0.023 0.758 0.3548125522734017 0.04395604395604395 0.6692015209125476 0.02247191011235955 1.0 1.0 0.5028571428571429 0.283 0.0 0.275 0.0 0.19133070938215102 0.112 0.4208695652173913 0.059490084985835696 0.9918032786885246 0.9545454545454546 0.2671081677704194 0.341 0.0 0.349 0.0 0.2806064107512292 0.21348314606741575 0.45736434108527124 0.12025316455696203 0.9833333333333333 0.95 0.29797979797979796 0.281 0.0 0.231 0.0 0.10977337273752347 0.020304568527918784 0.3911671924290221 0.010256410256410256 1.0 1.0 0.24313725490196078 -7.823999881744385
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 2 0.617 0.0 0.628 0.0 0.8033177216179687 0.8618944323933477 0.6738759248719408 0.8794884407279882 0.6434782608695652 0.8449905482041588 0.7072879330943848 0.72 0.0 0.696 0.0 0.8100278092505415 0.8414376321353065 0.7634069400630914 0.8432203389830508 0.7610062893081762 0.8396624472573839 0.7658227848101266 0.647 0.0 0.621 0.0 0.7947304640254874 0.8617363344051446 0.656 0.9115646258503401 0.5774647887323944 0.8170731707317073 0.7592592592592593 0.785 0.0 0.774 0.0 0.8178140475692265 0.8024691358024691 0.8333333333333333 0.7303370786516854 0.9090909090909091 0.8904109589041096 0.7692307692307693 0.574 0.0 0.614 0.0 0.8426448187717114 0.9013698630136986 0.6727272727272727 0.9320113314447592 0.6065573770491803 0.8726790450928382 0.7551020408163265 0.493 0.0 0.55 0.0 0.8109876840107042 0.8773006134969324 0.6363636363636365 0.9050632911392406 0.5833333333333334 0.8511904761904762 0.7 0.631 0.0 0.672 0.0 0.8697202015921437 0.9207920792079208 0.7090909090909092 0.9538461538461539 0.6290322580645161 0.8899521531100478 0.8125 -7.823999881744385
cross-encoder/ms-marco-MiniLM-L-4-v2 2 0.381 0.0 0.375 0.0 0.38360001040787445 0.3218954248366014 0.5199537304800463 0.19380226266601083 0.9771739130434782 0.9493975903614458 0.3542159180457053 0.144 0.004 0.159 0.002 0.3592417105117857 0.2066420664206642 0.5857418111753371 0.11864406779661017 0.9559748427672956 0.8 0.4222222222222222 0.245 0.0 0.216 0.001 0.35764525993883794 0.28888888888888886 0.5 0.17687074829931973 0.9014084507042254 0.7878787878787878 0.34594594594594597 -0.212 0.005 -0.146 0.052 0.3548125522734017 0.04395604395604395 0.6692015209125476 0.02247191011235955 1.0 1.0 0.5028571428571429 0.235 0.0 0.254 0.0 0.3235217672056288 0.28087167070217917 0.4469273743016759 0.1643059490084986 0.9836065573770492 0.9666666666666667 0.2891566265060241 0.303 0.0 0.31 0.0 0.33311000975023786 0.2810810810810811 0.47011952191235057 0.16455696202531644 0.9833333333333333 0.9629629629629629 0.3089005235602094 0.215 0.001 0.231 0.0 0.315892585808621 0.2807017543859649 0.42657342657342656 0.1641025641025641 0.9838709677419355 0.9696969696969697 0.27232142857142855 -6.46999979019165
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 2 0.604 0.0 0.616 0.0 0.7910288182268588 0.848291123678387 0.6644915715062534 0.8484997540580423 0.6641304347826087 0.8480825958702065 0.6648531011969532 0.692 0.0 0.681 0.0 0.801338363129408 0.8263736263736264 0.7641791044776121 0.7966101694915254 0.8050314465408805 0.8584474885844748 0.7272727272727273 0.638 0.0 0.618 0.0 0.8022250819876292 0.8627450980392157 0.676923076923077 0.8979591836734694 0.6197183098591549 0.8301886792452831 0.7457627118644068 0.743 0.0 0.738 0.0 0.7854034012982606 0.7516778523489933 0.8195121951219512 0.6292134831460674 0.9545454545454546 0.9333333333333333 0.717948717948718 0.565 0.0 0.593 0.0 0.8151973048563437 0.8805555555555555 0.6260869565217391 0.8980169971671388 0.5901639344262295 0.8637602179836512 0.6666666666666666 0.526 0.0 0.537 0.0 0.7826533900561107 0.8526645768025078 0.5982905982905983 0.8607594936708861 0.5833333333333334 0.84472049689441 0.6140350877192983 0.593 0.0 0.641 0.0 0.8429442903879725 0.9027431421446385 0.6548672566371682 0.9282051282051282 0.5967741935483871 0.8786407766990292 0.7254901960784313 -6.46999979019165
cross-encoder/ms-marco-MiniLM-L-6-v2 2 0.367 0.0 0.358 0.0 0.4540252573546663 0.42009822440498673 0.5289966247315128 0.2734874569601574 0.9369565217391305 0.9055374592833876 0.3685335613510047 0.14 0.005 0.152 0.002 0.41242807825086303 0.2983050847457627 0.5818181818181818 0.1864406779661017 0.9056603773584906 0.7457627118644068 0.42857142857142855 0.221 0.001 0.192 0.004 0.40466082201352443 0.37185929648241206 0.47257383966244715 0.25170068027210885 0.7887323943661971 0.7115384615384616 0.3373493975903614 -0.169 0.024 -0.099 0.191 0.41248686112206023 0.14583333333333334 0.682170542635659 0.07865168539325842 1.0 1.0 0.5176470588235295 0.221 0.0 0.239 0.0 0.39624602117519586 0.37357630979498857 0.46183953033268094 0.23229461756373937 0.9672131147540983 0.9534883720930233 0.3033419023136247 0.26 0.0 0.277 0.0 0.42839910853769486 0.4020100502512563 0.4978902953586497 0.25316455696202533 0.9833333333333333 0.975609756097561 0.3333333333333333 0.24 0.0 0.235 0.0 0.36945809310119576 0.3500000000000001 0.43065693430656937 0.2153846153846154 0.9516129032258065 0.9333333333333333 0.2783018867924528 -5.209000110626221
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 2 0.586 0.0 0.608 0.0 0.7864462840459006 0.8489835430784124 0.6482525366403608 0.8627643876045253 0.625 0.8356360171510243 0.6733021077283372 0.672 0.0 0.687 0.0 0.8029142752312814 0.8333333333333334 0.7577639751552796 0.826271186440678 0.7672955974842768 0.8405172413793104 0.7484662576687117 0.573 0.0 0.59 0.0 0.7810388158420121 0.8516129032258064 0.634920634920635 0.8979591836734694 0.5633802816901409 0.8098159509202454 0.7272727272727273 0.76 0.0 0.771 0.0 0.8169906022911203 0.7974683544303798 0.836734693877551 0.7078651685393258 0.9318181818181818 0.9130434782608695 0.7592592592592593 0.553 0.0 0.592 0.0 0.8078183907316137 0.8769017980636239 0.6079295154185022 0.8980169971671388 0.5655737704918032 0.8567567567567568 0.6571428571428571 0.504 0.0 0.523 0.0 0.7826533900561107 0.8526645768025078 0.5982905982905983 0.8607594936708861 0.5833333333333334 0.84472049689441 0.6140350877192983 0.592 0.0 0.657 0.0 0.8290077645896885 0.8960396039603961 0.6181818181818182 0.9282051282051282 0.5483870967741935 0.8660287081339713 0.7083333333333334 -5.209000110626221
cross-encoder/ms-marco-MiniLM-L-12-v2 2 0.317 0.0 0.302 0.0 0.5094484911781006 0.5043058904581467 0.5208125208125208 0.3600590260698475 0.85 0.8413793103448276 0.3754200672107537 0.09 0.073 0.097 0.053 0.43945873784648404 0.36858006042296065 0.5446623093681917 0.2584745762711864 0.7861635220125787 0.6421052631578947 0.4166666666666667 0.173 0.011 0.168 0.013 0.46788990825688076 0.46788990825688076 0.46788990825688076 0.3469387755102041 0.7183098591549296 0.7183098591549296 0.3469387755102041 -0.18 0.016 -0.147 0.052 0.39431472409782004 0.17699115044247787 0.6141078838174274 0.11235955056179775 0.8409090909090909 0.4166666666666667 0.48366013071895425 0.154 0.001 0.163 0.0 0.4573957977594769 0.45798319327731096 0.45569620253164556 0.3087818696883853 0.8852459016393442 0.8861788617886179 0.3068181818181818 0.212 0.002 0.208 0.002 0.4994063771393789 0.5045045045045045 0.485981308411215 0.35443037974683544 0.8666666666666667 0.875 0.33766233766233766 0.13 0.038 0.149 0.017 0.4205667123097191 0.41732283464566927 0.43076923076923074 0.2717948717948718 0.9032258064516129 0.8983050847457628 0.2828282828282828 -4.60099983215332
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 2 0.54 0.0 0.557 0.0 0.7622523404850252 0.8267192506778408 0.6197944835045971 0.8248893261190359 0.6228260869565218 0.8285573122529645 0.6167922497308934 0.554 0.0 0.559 0.0 0.7135459675222365 0.747787610619469 0.6627218934911242 0.7161016949152542 0.7044025157232704 0.7824074074074074 0.6256983240223464 0.485 0.0 0.511 0.0 0.7185770982880085 0.7946127946127945 0.5611510791366907 0.8027210884353742 0.5492957746478874 0.7866666666666666 0.5735294117647058 0.537 0.0 0.554 0.0 0.6956528587900317 0.6580645161290322 0.7336683417085428 0.5730337078651685 0.8295454545454546 0.7727272727272727 0.6576576576576577 0.523 0.0 0.533 0.0 0.7864948432332433 0.8575458392101551 0.5809128630705394 0.8611898016997167 0.5737704918032787 0.8539325842696629 0.5882352941176471 0.504 0.0 0.484 0.0 0.7562426932976184 0.832807570977918 0.5546218487394957 0.8354430379746836 0.55 0.8301886792452831 0.559322033898305 0.533 0.0 0.577 0.0 0.8121751220102764 0.8775510204081632 0.6065573770491804 0.882051282051282 0.5967741935483871 0.8730964467005076 0.6166666666666667 -4.60099983215332
cross-encoder/qnli-distilroberta-base 2 0.112 0.0 0.099 0.0 0.603264300517592 0.7178241864983002 0.35011185682326623 0.7270044269552386 0.3402173913043478 0.708872901678657 0.36059907834101385 -0.013 0.804 0.009 0.86 0.48674007177748657 0.6416510318949343 0.25680933852140075 0.7245762711864406 0.20754716981132076 0.5757575757575758 0.336734693877551 0.035 0.607 0.065 0.339 0.5550263240200166 0.6948051948051948 0.265625 0.7278911564625851 0.23943661971830985 0.6645962732919255 0.2982456140350877 -0.129 0.087 -0.119 0.114 0.40938174279916495 0.5688888888888888 0.248062015503876 0.7191011235955056 0.18181818181818182 0.47058823529411764 0.3902439024390244 0.034 0.454 0.016 0.731 0.6076635522147884 0.7211678832116788 0.2792452830188679 0.6997167138810199 0.30327868852459017 0.7439759036144579 0.25874125874125875 0.037 0.584 0.035 0.61 0.5953498428698709 0.7289719626168224 0.2434782608695652 0.740506329113924 0.23333333333333334 0.7177914110429447 0.2545454545454545 0.06 0.338 0.021 0.739 0.6159496016305354 0.7142857142857142 0.30666666666666664 0.6666666666666666 0.3709677419354839 0.7692307692307693 0.26136363636363635 0.9679999947547913
cross-encoder/qnli-distilroberta-base_mask 2 0.142 0.0 0.146 0.0 0.5985956314109867 0.7992455993294216 0.15520282186948856 0.9380226266601082 0.09565217391304348 0.6962395034684191 0.411214953271028 0.275 0.0 0.285 0.0 0.5487618701643592 0.760797342192691 0.23404255319148937 0.9703389830508474 0.13836477987421383 0.6256830601092896 0.7586206896551724 0.151 0.025 0.168 0.013 0.5768817958744041 0.7966101694915255 0.12195121951219513 0.9591836734693877 0.07042253521126761 0.6811594202898551 0.45454545454545453 0.373 0.0 0.366 0.0 0.5163147198696061 0.7096774193548386 0.3207547169811321 0.9887640449438202 0.19318181818181818 0.5534591194968553 0.9444444444444444 0.063 0.173 0.075 0.103 0.6570456018447972 0.8254777070063695 0.1696969696969697 0.9178470254957507 0.11475409836065574 0.75 0.32558139534883723 0.106 0.117 0.128 0.058 0.6395469973451625 0.8296703296703296 0.1388888888888889 0.9556962025316456 0.08333333333333333 0.7330097087378641 0.4166666666666667 0.043 0.488 0.052 0.409 0.6702773644370916 0.8218527315914489 0.1935483870967742 0.8871794871794871 0.14516129032258066 0.7654867256637168 0.2903225806451613 0.9679999947547913
cross-encoder/qnli-electra-base 2 0.131 0.0 0.163 0.0 0.6425729666698623 0.7497593840230992 0.40571428571428564 0.7663551401869159 0.3858695652173913 0.7338671691003297 0.42771084337349397 -0.182 0.0 -0.107 0.034 0.47671329061187706 0.6457564575645756 0.22580645161290322 0.7415254237288136 0.1761006289308176 0.5718954248366013 0.3146067415730337 -0.011 0.866 0.018 0.79 0.5579893954120538 0.6843853820598007 0.2962962962962963 0.7006802721088435 0.28169014084507044 0.6688311688311688 0.3125 -0.29 0.0 -0.192 0.01 0.3708395493088416 0.5975103734439834 0.1415929203539823 0.8089887640449438 0.09090909090909091 0.47368421052631576 0.32 -0.007 0.871 0.014 0.762 0.6216320124231294 0.7385057471264367 0.28346456692913385 0.7280453257790368 0.29508196721311475 0.749271137026239 0.2727272727272727 0.11 0.104 0.098 0.148 0.6432292930763879 0.7654320987654321 0.32142857142857145 0.7848101265822784 0.3 0.7469879518072289 0.34615384615384615 -0.085 0.172 -0.042 0.503 0.6037112596502828 0.7150537634408602 0.2535211267605634 0.6820512820512821 0.2903225806451613 0.751412429378531 0.225 0.8820000290870667
cross-encoder/qnli-electra-base_mask 2 0.147 0.0 0.208 0.0 0.6468382576810987 0.7940851909070845 0.32145454545454544 0.8848991637973438 0.24021739130434783 0.7201761409127302 0.4857142857142857 -0.04 0.425 0.049 0.33 0.5149159609004753 0.7318718381112984 0.19289340101522845 0.9194915254237288 0.11949685534591195 0.6078431372549019 0.5 0.108 0.113 0.146 0.031 0.6170785560845041 0.78698224852071 0.26530612244897955 0.9047619047619048 0.18309859154929578 0.6963350785340314 0.48148148148148145 -0.082 0.276 -0.007 0.922 0.3915365016062922 0.6588235294117647 0.12121212121212122 0.9438202247191011 0.06818181818181818 0.5060240963855421 0.5454545454545454 -0.005 0.913 0.05 0.279 0.6752044018169051 0.8193717277486912 0.25806451612903225 0.886685552407932 0.19672131147540983 0.7615571776155717 0.375 0.146 0.031 0.198 0.003 0.7012093411175979 0.8409090909090907 0.33333333333333337 0.9367088607594937 0.23333333333333334 0.7628865979381443 0.5833333333333334 -0.112 0.073 -0.056 0.372 0.6550435141379282 0.8009708737864077 0.19607843137254902 0.8461538461538461 0.16129032258064516 0.7603686635944701 0.25 0.8820000290870667
cross-encoder/stsb-TinyBERT-L-4 2 0.476 0.0 0.478 0.0 0.4132716705329066 0.36014405762304924 0.530672145582624 0.22134776192818495 0.9826086956521739 0.9656652360515021 0.36349014877362285 0.299 0.0 0.336 0.0 0.400291910129934 0.26181818181818184 0.6058252427184466 0.15254237288135594 0.9811320754716981 0.9230769230769231 0.43820224719101125 0.399 0.0 0.403 0.0 0.39084068510091186 0.3240223463687151 0.5291828793774319 0.19727891156462585 0.9577464788732394 0.90625 0.3655913978494624 0.029 0.706 0.106 0.16 0.41248686112206023 0.14583333333333334 0.682170542635659 0.07865168539325842 1.0 1.0 0.5176470588235295 0.275 0.0 0.296 0.0 0.2334231897680482 0.16580310880829016 0.4290780141843972 0.0906515580736544 0.9918032786885246 0.9696969696969697 0.2737556561085973 0.432 0.0 0.409 0.0 0.35455535755889 0.3085106382978724 0.47580645161290314 0.18354430379746836 0.9833333333333333 0.9666666666666667 0.31382978723404253 0.239 0.0 0.26 0.0 0.1176583845647531 0.030303030303030307 0.3924050632911393 0.015384615384615385 1.0 1.0 0.2440944881889764 0.3240000009536743
cross-encoder/stsb-TinyBERT-L-4_mask 2 0.658 0.0 0.679 0.0 0.8114683437722583 0.8699594368885707 0.6822157434402333 0.896704377766847 0.6358695652173914 0.8447636700648748 0.7358490566037735 0.71 0.0 0.728 0.0 0.831224361625959 0.8647540983606558 0.7814569536423841 0.8940677966101694 0.7421383647798742 0.8373015873015873 0.8251748251748252 0.628 0.0 0.634 0.0 0.795891372668111 0.86084142394822 0.6614173228346456 0.9047619047619048 0.5915492957746479 0.8209876543209876 0.75 0.781 0.0 0.801 0.0 0.870048200702495 0.8715083798882682 0.8685714285714287 0.8764044943820225 0.8636363636363636 0.8666666666666667 0.8735632183908046 0.665 0.0 0.691 0.0 0.8571649605464174 0.9113233287858118 0.7004608294930875 0.9461756373937678 0.6229508196721312 0.8789473684210526 0.8 0.591 0.0 0.617 0.0 0.8096765371323437 0.8780487804878048 0.6296296296296297 0.9113924050632911 0.5666666666666667 0.8470588235294118 0.7083333333333334 0.731 0.0 0.762 0.0 0.8978318267576826 0.9382716049382716 0.7706422018348622 0.9743589743589743 0.6774193548387096 0.9047619047619048 0.8936170212765957 0.3240000009536743
cross-encoder/stsb-distilroberta-base 2 0.521 0.0 0.521 0.0 0.5174634449264591 0.4963503649635036 0.5641187618445989 0.33448106246925724 0.9706521739130435 0.9618104667609618 0.39759572573463936 0.264 0.0 0.296 0.0 0.43556832251584576 0.33222591362126247 0.588957055214724 0.211864406779661 0.9056603773584906 0.7692307692307693 0.43636363636363634 0.479 0.0 0.473 0.0 0.4927459132213226 0.46766169154228854 0.5446808510638298 0.3197278911564626 0.9014084507042254 0.8703703703703703 0.3902439024390244 -0.175 0.019 -0.139 0.065 0.34335068285955783 0.06 0.6299212598425197 0.033707865168539325 0.9090909090909091 0.2727272727272727 0.4819277108433735 0.357 0.0 0.372 0.0 0.2793091639991067 0.22772277227722773 0.4285714285714286 0.13031161473087818 0.9590163934426229 0.9019607843137255 0.2759433962264151 0.561 0.0 0.519 0.0 0.43130431546234443 0.4117647058823529 0.4827586206896553 0.26582278481012656 0.9333333333333333 0.9130434782608695 0.32558139534883723 0.296 0.0 0.321 0.0 0.12408238122382215 0.039999999999999994 0.3885350318471337 0.020512820512820513 0.9838709677419355 0.8 0.24206349206349206 0.39500001072883606
cross-encoder/stsb-distilroberta-base_mask 2 0.619 0.0 0.647 0.0 0.8003720760063013 0.8639165481270744 0.659952606635071 0.8962124938514511 0.6054347826086957 0.8338672768878719 0.7252604166666666 0.697 0.0 0.707 0.0 0.8122789794534057 0.8525252525252526 0.752542372881356 0.8940677966101694 0.6981132075471698 0.8146718146718147 0.8161764705882353 0.627 0.0 0.661 0.0 0.7963854372314483 0.8670886075949368 0.6500000000000001 0.9319727891156463 0.5492957746478874 0.8106508875739645 0.7959183673469388 0.733 0.0 0.727 0.0 0.8248475748598842 0.8268156424581005 0.8228571428571428 0.8314606741573034 0.8181818181818182 0.8222222222222222 0.8275862068965517 0.591 0.0 0.624 0.0 0.8162224928997441 0.8873812754409769 0.6103286384976525 0.9263456090651558 0.5327868852459017 0.8515625 0.7142857142857143 0.572 0.0 0.585 0.0 0.7851165728942515 0.8632218844984803 0.5794392523364487 0.8987341772151899 0.5166666666666667 0.8304093567251462 0.6595744680851063 0.587 0.0 0.655 0.0 0.8428475494154787 0.9068627450980391 0.6415094339622641 0.9487179487179487 0.5483870967741935 0.8685446009389671 0.7727272727272727 0.39500001072883606
cross-encoder/stsb-roberta-base 2 0.505 0.0 0.5 0.0 0.2916531126397197 0.19699646643109542 0.500823723228995 0.10969011313330054 0.991304347826087 0.9653679653679653 0.33504775900073475 0.277 0.0 0.274 0.0 0.31453829469492245 0.1328125 0.5842696629213483 0.07203389830508475 0.9811320754716981 0.85 0.416 0.47 0.0 0.448 0.0 0.2911260143769854 0.18404907975460127 0.5128205128205129 0.10204081632653061 0.9859154929577465 0.9375 0.3465346534653465 -0.185 0.014 -0.15 0.046 0.3492671986101597 0.04301075268817204 0.6590038314176245 0.02247191011235955 0.9772727272727273 0.5 0.49710982658959535 0.253 0.0 0.287 0.0 0.17143826948545643 0.08648648648648649 0.41724137931034483 0.0453257790368272 0.9918032786885246 0.9411764705882353 0.26419213973799127 0.491 0.0 0.415 0.0 0.2489187159344202 0.17241379310344826 0.45038167938931295 0.0949367088607595 0.9833333333333333 0.9375 0.29207920792079206 0.12 0.055 0.23 0.0 0.10181282703228858 0.010204081632653062 0.389937106918239 0.005128205128205128 1.0 1.0 0.2421875 0.33799999952316284
cross-encoder/stsb-roberta-base_mask 2 0.662 0.0 0.683 0.0 0.8086161879191347 0.8545362392295996 0.7071428571428572 0.8293162813575996 0.7532608695652174 0.8813382122320962 0.6663461538461538 0.718 0.0 0.723 0.0 0.7989796263313941 0.8230088495575221 0.7633136094674555 0.788135593220339 0.8113207547169812 0.8611111111111112 0.7206703910614525 0.685 0.0 0.689 0.0 0.8073394495412844 0.8571428571428571 0.704225352112676 0.8571428571428571 0.704225352112676 0.8571428571428571 0.704225352112676 0.733 0.0 0.737 0.0 0.7826763402207054 0.759493670886076 0.8061224489795918 0.6741573033707865 0.8977272727272727 0.8695652173913043 0.7314814814814815 0.672 0.0 0.691 0.0 0.8624618853724569 0.9054441260744985 0.738095238095238 0.8951841359773371 0.7622950819672131 0.9159420289855073 0.7153846153846154 0.613 0.0 0.618 0.0 0.7869825068586095 0.8488745980707396 0.624 0.8354430379746836 0.65 0.8627450980392157 0.6 0.708 0.0 0.752 0.0 0.92665667719053 0.9509043927648579 0.8503937007874016 0.9435897435897436 0.8709677419354839 0.9583333333333334 0.8307692307692308 0.33799999952316284
cross-encoder/stsb-roberta-large 2 0.605 0.0 0.59 0.0 0.4729290203269723 0.4374045801526718 0.5514303104077907 0.2818494835218888 0.9847826086956522 0.9761499148211243 0.38292476754015214 0.376 0.0 0.398 0.0 0.43577285110256525 0.3157894736842105 0.6138613861386139 0.1906779661016949 0.9748427672955975 0.9183673469387755 0.4479768786127168 0.577 0.0 0.552 0.0 0.48890476521750015 0.4536082474226804 0.5619834710743802 0.29931972789115646 0.9577464788732394 0.9361702127659575 0.39766081871345027 -0.103 0.172 -0.053 0.483 0.33998065692336493 0.021978021978021976 0.6615969581749049 0.011235955056179775 0.9886363636363636 0.5 0.49714285714285716 0.459 0.0 0.449 0.0 0.2626859922695026 0.20304568527918782 0.4352517985611511 0.11331444759206799 0.9918032786885246 0.975609756097561 0.27880184331797236 0.6 0.0 0.556 0.0 0.39204830300295784 0.3541666666666667 0.4918032786885246 0.21518987341772153 1.0 1.0 0.32608695652173914 0.373 0.0 0.388 0.0 0.13940758038689233 0.05940594059405941 0.391025641025641 0.03076923076923077 0.9838709677419355 0.8571428571428571 0.244 0.34299999475479126
cross-encoder/stsb-roberta-large_mask 2 0.689 0.0 0.719 0.0 0.8309703698669972 0.8832099355146883 0.7155322862129145 0.9094933595671422 0.6684782608695652 0.8584029712163417 0.769712140175219 0.744 0.0 0.747 0.0 0.8248367519221852 0.8553459119496856 0.779552715654952 0.864406779661017 0.7672955974842768 0.8464730290456431 0.7922077922077922 0.703 0.0 0.708 0.0 0.8201170246038366 0.8766233766233766 0.7031250000000001 0.9183673469387755 0.6338028169014085 0.8385093167701864 0.7894736842105263 0.768 0.0 0.767 0.0 0.8244554252376938 0.8165680473372781 0.8324324324324325 0.7752808988764045 0.875 0.8625 0.7938144329896907 0.669 0.0 0.698 0.0 0.85242299964788 0.90633608815427 0.6964285714285714 0.9320113314447592 0.639344262295082 0.8820375335120644 0.7647058823529411 0.594 0.0 0.607 0.0 0.8163253161418298 0.88 0.6486486486486486 0.9050632911392406 0.6 0.8562874251497006 0.7058823529411765 0.707 0.0 0.777 0.0 0.8832149851602871 0.9276807980049875 0.743362831858407 0.9538461538461539 0.6774193548387096 0.9029126213592233 0.8235294117647058 0.34299999475479126
cross-encoder/quora-distilroberta-base 2 0.317 0.0 0.174 0.0 0.14801124318864553 0.0 0.47508391427833724 0.0 1.0 0.0 0.31154757873349137 0.204 0.0 0.105 0.037 0.23105607092263403 0.0 0.5740072202166066 0.0 1.0 0.0 0.40253164556962023 0.302 0.0 0.211 0.002 0.1600266658201327 0.0 0.49134948096885817 0.0 1.0 0.0 0.3256880733944954 -0.118 0.118 -0.065 0.392 0.33019933908964927 0.0 0.6641509433962264 0.0 1.0 0.0 0.4971751412429379 0.115 0.012 0.047 0.303 0.10497399277087188 0.0 0.4087102177554438 0.0 1.0 0.0 0.25684210526315787 0.34 0.0 0.107 0.115 0.11880403933733746 0.0 0.4316546762589928 0.0 1.0 0.0 0.27522935779816515 0.038 0.549 0.054 0.393 0.0937755388312211 0.0 0.3887147335423197 0.0 1.0 0.0 0.24124513618677043 0.0
cross-encoder/quora-distilroberta-base_mask 2 0.365 0.0 0.183 0.0 0.14801124318864553 0.0 0.47508391427833724 0.0 1.0 0.0 0.31154757873349137 0.534 0.0 0.349 0.0 0.23105607092263403 0.0 0.5740072202166066 0.0 1.0 0.0 0.40253164556962023 0.333 0.0 0.224 0.001 0.1600266658201327 0.0 0.49134948096885817 0.0 1.0 0.0 0.3256880733944954 0.718 0.0 0.426 0.0 0.33019933908964927 0.0 0.6641509433962264 0.0 1.0 0.0 0.4971751412429379 0.222 0.0 0.19 0.0 0.10497399277087188 0.0 0.4087102177554438 0.0 1.0 0.0 0.25684210526315787 0.356 0.0 0.233 0.001 0.11880403933733746 0.0 0.4316546762589928 0.0 1.0 0.0 0.27522935779816515 0.106 0.09 0.169 0.006 0.0937755388312211 0.0 0.3887147335423197 0.0 1.0 0.0 0.24124513618677043 0.0
cross-encoder/quora-roberta-base 2 0.357 0.0 0.295 0.0 0.29773180824225043 0.20501539815222175 0.5026149187998898 0.1146089522872602 0.9923913043478261 0.9708333333333333 0.33652782897161815 0.296 0.0 0.21 0.0 0.32071362537334663 0.140625 0.5880149812734082 0.07627118644067797 0.9874213836477987 0.9 0.4186666666666667 0.344 0.0 0.278 0.0 0.31244226869748787 0.2155688622754491 0.5130111524163569 0.12244897959183673 0.971830985915493 0.9 0.3484848484848485 0.131 0.082 0.001 0.991 0.33019933908964927 0.0 0.6641509433962264 0.0 1.0 0.0 0.4971751412429379 0.186 0.0 0.178 0.0 0.18647383676582763 0.10666666666666667 0.4173913043478261 0.056657223796033995 0.9836065573770492 0.9090909090909091 0.26490066225165565 0.364 0.0 0.236 0.0 0.278089961025677 0.21229050279329606 0.4513618677042802 0.12025316455696203 0.9666666666666667 0.9047619047619048 0.29441624365482233 0.075 0.229 0.161 0.01 0.10181282703228858 0.010204081632653062 0.389937106918239 0.005128205128205128 1.0 1.0 0.2421875 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 2 0.498 0.0 0.221 0.0 0.7667298974707673 0.8382000957395883 0.6087962962962963 0.8612887358583374 0.5717391304347826 0.8163170163170164 0.650990099009901 0.647 0.0 0.455 0.0 0.7917118552227921 0.8284518828451883 0.7371794871794871 0.8389830508474576 0.7232704402515723 0.8181818181818182 0.7516339869281046 0.52 0.0 0.255 0.0 0.7550866923506413 0.8370607028753995 0.5853658536585366 0.891156462585034 0.5070422535211268 0.7891566265060241 0.6923076923076923 0.739 0.0 0.567 0.0 0.8239826296323471 0.8121212121212121 0.835978835978836 0.7528089887640449 0.8977272727272727 0.881578947368421 0.7821782178217822 0.443 0.0 0.293 0.0 0.7862105090849565 0.87248322147651 0.5365853658536586 0.9206798866855525 0.45081967213114754 0.8290816326530612 0.6626506024096386 0.488 0.0 0.289 0.0 0.785794843125406 0.8682634730538923 0.5686274509803921 0.9177215189873418 0.48333333333333334 0.8238636363636364 0.6904761904761905 0.411 0.0 0.307 0.0 0.7863964614078429 0.8759124087591241 0.5048543689320388 0.9230769230769231 0.41935483870967744 0.8333333333333334 0.6341463414634146 0.0020000000949949026
cross-encoder/quora-roberta-large 2 0.346 0.0 0.249 0.0 0.14801124318864553 0.0 0.47508391427833724 0.0 1.0 0.0 0.31154757873349137 0.324 0.0 0.243 0.0 0.23105607092263403 0.0 0.5740072202166066 0.0 1.0 0.0 0.40253164556962023 0.3 0.0 0.176 0.009 0.1600266658201327 0.0 0.49134948096885817 0.0 1.0 0.0 0.3256880733944954 0.328 0.0 0.174 0.021 0.33019933908964927 0.0 0.6641509433962264 0.0 1.0 0.0 0.4971751412429379 0.11 0.017 0.061 0.183 0.10497399277087188 0.0 0.4087102177554438 0.0 1.0 0.0 0.25684210526315787 0.368 0.0 0.248 0.0 0.11880403933733746 0.0 0.4316546762589928 0.0 1.0 0.0 0.27522935779816515 -0.039 0.529 -0.05 0.421 0.0937755388312211 0.0 0.3887147335423197 0.0 1.0 0.0 0.24124513618677043 0.004999999888241291
cross-encoder/quora-roberta-large_mask 2 0.496 0.0 0.212 0.0 0.14801124318864553 0.0 0.47508391427833724 0.0 1.0 0.0 0.31154757873349137 0.623 0.0 0.497 0.0 0.23105607092263403 0.0 0.5740072202166066 0.0 1.0 0.0 0.40253164556962023 0.521 0.0 0.264 0.0 0.1600266658201327 0.0 0.49134948096885817 0.0 1.0 0.0 0.3256880733944954 0.692 0.0 0.632 0.0 0.33019933908964927 0.0 0.6641509433962264 0.0 1.0 0.0 0.4971751412429379 0.378 0.0 0.247 0.0 0.10497399277087188 0.0 0.4087102177554438 0.0 1.0 0.0 0.25684210526315787 0.474 0.0 0.274 0.0 0.11880403933733746 0.0 0.4316546762589928 0.0 1.0 0.0 0.27522935779816515 0.308 0.0 0.233 0.0 0.0937755388312211 0.0 0.3887147335423197 0.0 1.0 0.0 0.24124513618677043 0.004999999888241291
all-mpnet-base-v2 3 0.561 0.0 0.558 0.0 0.5068993088794309 0.5612337465981252 0.48234034962540134 0.9758149316508938 0.32129277566539927 0.3938879456706282 0.9670958512160229 0.527 0.0 0.523 0.0 0.4255068028507673 0.4988235294117647 0.3966005665722379 0.9636363636363636 0.25089605734767023 0.33650793650793653 0.9459459459459459 0.442 0.0 0.447 0.0 0.46296747829817014 0.5462962962962963 0.42352941176470593 0.9516129032258065 0.2748091603053435 0.38311688311688313 0.9230769230769231 0.617 0.0 0.619 0.0 0.3907298584976386 0.4497607655502392 0.37158469945355194 0.9791666666666666 0.22972972972972974 0.2919254658385093 0.9714285714285714 0.544 0.0 0.531 0.0 0.5567924274928656 0.6310904872389791 0.5137614678899083 0.9784172661870504 0.35 0.4657534246575342 0.9655172413793104 0.542 0.0 0.561 0.0 0.515500572706447 0.5631067961165048 0.49438202247191015 0.9830508474576272 0.3308270676691729 0.3945578231292517 0.9777777777777777 0.522 0.0 0.518 0.0 0.6038306475732453 0.6933333333333334 0.5369127516778524 0.975 0.37383177570093457 0.5379310344827586 0.9523809523809523 0.678
all-mpnet-base-v2_mask 3 0.697 0.0 0.708 0.0 0.7559708414811649 0.6899038461538463 0.7858328721638075 0.9053627760252366 0.6749049429657795 0.5572815533980583 0.9403973509933775 0.656 0.0 0.702 0.0 0.7088329591730348 0.6222222222222221 0.7429805615550755 0.8909090909090909 0.6164874551971327 0.47804878048780486 0.9347826086956522 0.632 0.0 0.678 0.0 0.7036454452865862 0.6467065868263472 0.730593607305936 0.8709677419354839 0.6106870229007634 0.5142857142857142 0.9090909090909091 0.699 0.0 0.742 0.0 0.7150362138652536 0.5945945945945945 0.7540983606557377 0.9166666666666666 0.6216216216216216 0.44 0.9583333333333334 0.657 0.0 0.637 0.0 0.7797802506230306 0.7400611620795107 0.802784222737819 0.8705035971223022 0.7208333333333333 0.6436170212765957 0.9057591623036649 0.684 0.0 0.708 0.0 0.8344187346703218 0.7724137931034484 0.8619246861924686 0.9491525423728814 0.7744360902255639 0.6511627906976745 0.9716981132075472 0.602 0.0 0.576 0.0 0.7228004838298955 0.7142857142857142 0.7291666666666665 0.8125 0.6542056074766355 0.6372549019607843 0.8235294117647058 0.678
multi-qa-mpnet-base-dot-v1 3 0.538 0.0 0.534 0.0 0.5206429504035001 0.562826420890937 0.5015761821366025 0.9631966351209253 0.3403041825095057 0.3975694444444444 0.9533954727030626 0.528 0.0 0.535 0.0 0.5095904036258416 0.5239294710327457 0.5039370078740157 0.9454545454545454 0.34408602150537637 0.3623693379790941 0.9411764705882353 0.439 0.0 0.452 0.0 0.45582715411332386 0.543778801843318 0.4142011834319526 0.9516129032258065 0.26717557251908397 0.38064516129032255 0.9210526315789473 0.59 0.0 0.622 0.0 0.5569888332691567 0.5 0.5754716981132075 0.9375 0.41216216216216217 0.3409090909090909 0.953125 0.535 0.0 0.532 0.0 0.6032028515644142 0.6522781774580336 0.5747800586510264 0.9784172661870504 0.4083333333333333 0.4892086330935252 0.9702970297029703 0.494 0.0 0.521 0.0 0.6057130584192439 0.6 0.6082474226804124 0.9661016949152542 0.44360902255639095 0.4351145038167939 0.9672131147540983 0.547 0.0 0.547 0.0 0.6013814416435377 0.6960352422907489 0.5306122448979591 0.9875 0.3644859813084112 0.5374149659863946 0.975 0.51
multi-qa-mpnet-base-dot-v1_mask 3 0.662 0.0 0.671 0.0 0.7787404174351803 0.6959165942658557 0.8161764705882354 0.8422712933753943 0.7385931558935361 0.5928941524796447 0.9119718309859155 0.64 0.0 0.693 0.0 0.8099745853452122 0.7072243346007605 0.8504854368932039 0.8454545454545455 0.7849462365591398 0.6078431372549019 0.9279661016949152 0.619 0.0 0.653 0.0 0.7843220626682367 0.7152317880794702 0.8170212765957446 0.8709677419354839 0.732824427480916 0.6067415730337079 0.9230769230769231 0.643 0.0 0.733 0.0 0.8339650145772595 0.6964285714285714 0.8785714285714286 0.8125 0.831081081081081 0.609375 0.9318181818181818 0.667 0.0 0.655 0.0 0.8016630378107951 0.7432432432432433 0.8354978354978355 0.7913669064748201 0.8041666666666667 0.7006369426751592 0.8693693693693694 0.605 0.0 0.635 0.0 0.8269066727236019 0.7384615384615385 0.8661417322834646 0.8135593220338984 0.8270676691729323 0.676056338028169 0.9090909090909091 0.713 0.0 0.682 0.0 0.7762206786834711 0.7469879518072289 0.7980769230769231 0.775 0.7757009345794392 0.7209302325581395 0.8217821782178217 0.51
all-distilroberta-v1 3 0.587 0.0 0.587 0.0 0.5733676697385857 0.5893596686842943 0.5661393470212049 0.9726603575184016 0.3997148288973384 0.4227605118829982 0.9700115340253749 0.562 0.0 0.563 0.0 0.5490469240695199 0.544041450777202 0.5510204081632654 0.9545454545454546 0.3870967741935484 0.3804347826086957 0.9557522123893806 0.484 0.0 0.487 0.0 0.5544510350971796 0.5882352941176471 0.5384615384615385 0.967741935483871 0.37404580152671757 0.4225352112676056 0.9607843137254902 0.628 0.0 0.652 0.0 0.5453988188682066 0.4945054945054946 0.5619047619047618 0.9375 0.39864864864864863 0.3358208955223881 0.9516129032258065 0.57 0.0 0.567 0.0 0.5986984500383744 0.6457831325301205 0.5714285714285715 0.9640287769784173 0.4083333333333333 0.4855072463768116 0.9514563106796117 0.557 0.0 0.599 0.0 0.6336714600468706 0.6203208556149733 0.6395939086294417 0.9830508474576272 0.47368421052631576 0.453125 0.984375 0.538 0.0 0.52 0.0 0.5595438673601446 0.6666666666666667 0.4794520547945205 0.95 0.32710280373831774 0.5135135135135135 0.8974358974358975 0.627
all-distilroberta-v1_mask 3 0.714 0.0 0.725 0.0 0.8246675346635455 0.741403674046161 0.8623024830699775 0.8275499474237644 0.8170152091254753 0.6715017064846417 0.9129049389272438 0.687 0.0 0.734 0.0 0.8458883711505721 0.753968253968254 0.8821292775665399 0.8636363636363636 0.8315412186379928 0.6690140845070423 0.9392712550607287 0.688 0.0 0.715 0.0 0.8525700689852374 0.7851851851851852 0.8844621513944223 0.8548387096774194 0.8473282442748091 0.726027397260274 0.925 0.69 0.0 0.767 0.0 0.8403139717425432 0.717948717948718 0.88 0.875 0.8175675675675675 0.6086956521739131 0.952755905511811 0.691 0.0 0.679 0.0 0.8119203281348933 0.7551020408163265 0.8448275862068966 0.7985611510791367 0.8166666666666667 0.7161290322580646 0.875 0.692 0.0 0.729 0.0 0.8657695636758018 0.7868852459016393 0.9007633587786259 0.8135593220338984 0.8872180451127819 0.7619047619047619 0.9147286821705426 0.652 0.0 0.618 0.0 0.755285104433836 0.7325581395348837 0.7722772277227723 0.7875 0.7289719626168224 0.6847826086956522 0.8210526315789474 0.627
all-MiniLM-L12-v2 3 0.555 0.0 0.552 0.0 0.459568220741032 0.5455607476635514 0.4206999255398361 0.982124079915878 0.2685361216730038 0.3776789324706834 0.9707903780068728 0.52 0.0 0.514 0.0 0.40344062787639623 0.4976958525345622 0.3662790697674419 0.9818181818181818 0.22580645161290322 0.3333333333333333 0.9692307692307692 0.431 0.0 0.447 0.0 0.40741908838326946 0.5333333333333332 0.3478260869565218 0.967741935483871 0.21374045801526717 0.36809815950920244 0.9333333333333333 0.612 0.0 0.599 0.0 0.4013258609585492 0.4593301435406698 0.38251366120218583 1.0 0.23648648648648649 0.2981366459627329 1.0 0.571 0.0 0.554 0.0 0.5021206212078839 0.6116071428571428 0.43870967741935485 0.9856115107913669 0.2833333333333333 0.44336569579288027 0.9714285714285714 0.56 0.0 0.567 0.0 0.4742211496270294 0.5471698113207547 0.441860465116279 0.9830508474576272 0.2857142857142857 0.3790849673202614 0.9743589743589743 0.573 0.0 0.547 0.0 0.5351928404509791 0.6694915254237289 0.43478260869565216 0.9875 0.2803738317757009 0.5064102564102564 0.967741935483871 0.656
all-MiniLM-L12-v2_mask 3 0.715 0.0 0.726 0.0 0.793404737040468 0.718103448275862 0.8274406332453826 0.8759200841219769 0.7452471482889734 0.6084733382030679 0.930011862396204 0.698 0.0 0.737 0.0 0.8276980438801004 0.7388059701492536 0.8627450980392156 0.9 0.7885304659498208 0.6265822784810127 0.9523809523809523 0.68 0.0 0.706 0.0 0.809327010333421 0.7466666666666666 0.8389830508474576 0.9032258064516129 0.7557251908396947 0.6363636363636364 0.9428571428571428 0.711 0.0 0.772 0.0 0.8453998944623006 0.7288135593220338 0.8832116788321167 0.8958333333333334 0.8175675675675675 0.6142857142857143 0.9603174603174603 0.722 0.0 0.694 0.0 0.8314063677173202 0.7936507936507936 0.8532731376975169 0.8992805755395683 0.7875 0.7102272727272727 0.9310344827586207 0.725 0.0 0.744 0.0 0.8634287148594377 0.8 0.891566265060241 0.9152542372881356 0.8345864661654135 0.7105263157894737 0.9568965517241379 0.69 0.0 0.642 0.0 0.7976061402380383 0.7888888888888889 0.8041237113402062 0.8875 0.7289719626168224 0.71 0.896551724137931 0.656
multi-qa-distilbert-cos-v1 3 0.568 0.0 0.561 0.0 0.4822600356039968 0.5547661338069864 0.4494875549048317 0.9852786540483701 0.29182509505703425 0.3860733415739596 0.9777070063694268 0.557 0.0 0.556 0.0 0.356555222936506 0.489977728285078 0.30395136778115506 1.0 0.17921146953405018 0.32448377581120946 1.0 0.456 0.0 0.46 0.0 0.39875952038131524 0.5414847161572052 0.33121019108280253 1.0 0.1984732824427481 0.3712574850299401 1.0 0.642 0.0 0.681 0.0 0.31759071493290764 0.43636363636363634 0.27906976744186046 1.0 0.16216216216216217 0.27906976744186046 1.0 0.547 0.0 0.535 0.0 0.5437705569812412 0.6301369863013698 0.49375 0.9928057553956835 0.32916666666666666 0.46153846153846156 0.9875 0.56 0.0 0.582 0.0 0.5610504662954412 0.5829145728643216 0.5513513513513514 0.9830508474576272 0.38345864661654133 0.4142857142857143 0.9807692307692307 0.547 0.0 0.502 0.0 0.5237522488814637 0.6694560669456068 0.41481481481481475 1.0 0.2616822429906542 0.5031446540880503 1.0 0.638
multi-qa-distilbert-cos-v1_mask 3 0.711 0.0 0.723 0.0 0.821552268802777 0.7397769516728625 0.8585144012127337 0.8370136698212408 0.8075095057034221 0.6627810158201499 0.9163969795037756 0.695 0.0 0.742 0.0 0.8562419665809768 0.7734374999999999 0.8888888888888888 0.9 0.8315412186379928 0.678082191780822 0.9547325102880658 0.698 0.0 0.71 0.0 0.8535860336858809 0.7943262411347518 0.8816326530612245 0.9032258064516129 0.8244274809160306 0.7088607594936709 0.9473684210526315 0.68 0.0 0.784 0.0 0.8591891190631017 0.7478260869565218 0.8953068592057762 0.8958333333333334 0.8378378378378378 0.6417910447761194 0.9612403100775194 0.717 0.0 0.697 0.0 0.8219923527174916 0.7655172413793104 0.8547008547008548 0.7985611510791367 0.8333333333333334 0.7350993377483444 0.8771929824561403 0.684 0.0 0.704 0.0 0.8360403592961733 0.746031746031746 0.875968992248062 0.7966101694915254 0.849624060150376 0.7014925373134329 0.904 0.735 0.0 0.687 0.0 0.8080008943710522 0.7804878048780488 0.8285714285714285 0.8 0.8130841121495327 0.7619047619047619 0.8446601941747572 0.638
all-MiniLM-L6-v2 3 0.571 0.0 0.568 0.0 0.5060346190761115 0.5625565269822128 0.4804869316147511 0.9810725552050473 0.3189163498098859 0.39433643279797126 0.9738751814223512 0.554 0.0 0.571 0.0 0.46624272764172636 0.5215311004784688 0.4444444444444444 0.990909090909091 0.2867383512544803 0.3538961038961039 0.9876543209876543 0.479 0.0 0.491 0.0 0.4561889574312322 0.5545454545454546 0.40963855421686746 0.9838709677419355 0.2595419847328244 0.3860759493670886 0.9714285714285714 0.609 0.0 0.666 0.0 0.47682803205630886 0.48484848484848486 0.4742268041237113 1.0 0.3108108108108108 0.32 1.0 0.581 0.0 0.566 0.0 0.5589525557575964 0.6342592592592593 0.5153374233128833 0.9856115107913669 0.35 0.46757679180887374 0.9767441860465116 0.558 0.0 0.591 0.0 0.5736015160563532 0.5888324873096445 0.5668449197860963 0.9830508474576272 0.39849624060150374 0.42028985507246375 0.9814814814814815 0.61 0.0 0.558 0.0 0.5428548275272148 0.672340425531915 0.44604316546762585 0.9875 0.2897196261682243 0.5096774193548387 0.96875 0.634
all-MiniLM-L6-v2_mask 3 0.71 0.0 0.725 0.0 0.8242188090011113 0.7398297067171239 0.8623623623623623 0.8222923238696109 0.8189163498098859 0.6723989681857265 0.9106765327695561 0.707 0.0 0.74 0.0 0.8401496247987201 0.7398373983739837 0.8796992481203008 0.8272727272727273 0.8387096774193549 0.6691176470588235 0.924901185770751 0.707 0.0 0.718 0.0 0.8180643064757813 0.7428571428571428 0.8536585365853658 0.8387096774193549 0.8015267175572519 0.6666666666666666 0.9130434782608695 0.701 0.0 0.767 0.0 0.8613838991197482 0.7358490566037735 0.9020979020979021 0.8125 0.8716216216216216 0.6724137931034483 0.9347826086956522 0.729 0.0 0.717 0.0 0.8322698154281829 0.7777777777777777 0.8638297872340426 0.8057553956834532 0.8458333333333333 0.7516778523489933 0.8826086956521739 0.705 0.0 0.738 0.0 0.8516655049684937 0.7716535433070865 0.8871595330739299 0.8305084745762712 0.8571428571428571 0.7205882352941176 0.9193548387096774 0.735 0.0 0.69 0.0 0.8129761284906992 0.782608695652174 0.8356807511737089 0.7875 0.8317757009345794 0.7777777777777778 0.839622641509434 0.634
multi-qa-MiniLM-L6-cos-v1 3 0.553 0.0 0.55 0.0 0.49944987952557657 0.5586289837642815 0.47270114942528735 0.9768664563617245 0.3127376425855513 0.3911578947368421 0.9676470588235294 0.573 0.0 0.562 0.0 0.4813883466505079 0.5242718446601942 0.4644808743169398 0.9818181818181818 0.3046594982078853 0.3576158940397351 0.9770114942528736 0.483 0.0 0.469 0.0 0.40741908838326946 0.5333333333333332 0.3478260869565218 0.967741935483871 0.21374045801526717 0.36809815950920244 0.9333333333333333 0.632 0.0 0.674 0.0 0.5456334196649836 0.5133689839572193 0.5560975609756098 1.0 0.38513513513513514 0.34532374100719426 1.0 0.6 0.0 0.58 0.0 0.5967363951309239 0.649164677804296 0.5663716814159293 0.9784172661870504 0.4 0.4857142857142857 0.9696969696969697 0.58 0.0 0.596 0.0 0.6101485568184901 0.6073298429319371 0.6113989637305699 0.9830508474576272 0.44360902255639095 0.4393939393939394 0.9833333333333333 0.636 0.0 0.595 0.0 0.5827257690780316 0.6842105263157895 0.5068493150684932 0.975 0.34579439252336447 0.527027027027027 0.9487179487179487 0.617
multi-qa-MiniLM-L6-cos-v1_mask 3 0.702 0.0 0.717 0.0 0.8383504183752858 0.7531956735496559 0.8768400392541708 0.8054679284963197 0.8493346007604563 0.7072945521698984 0.9061866125760649 0.698 0.0 0.726 0.0 0.8448738352208293 0.7459016393442622 0.8838951310861424 0.8272727272727273 0.8458781362007168 0.6791044776119403 0.9254901960784314 0.711 0.0 0.705 0.0 0.8277977215637543 0.7536231884057972 0.8629032258064516 0.8387096774193549 0.816793893129771 0.6842105263157895 0.9145299145299145 0.67 0.0 0.75 0.0 0.8613838991197482 0.7358490566037735 0.9020979020979021 0.8125 0.8716216216216216 0.6724137931034483 0.9347826086956522 0.725 0.0 0.715 0.0 0.820580474934037 0.7553956834532374 0.8583333333333333 0.7553956834532374 0.8583333333333333 0.7553956834532374 0.8583333333333333 0.689 0.0 0.715 0.0 0.8292754061527826 0.7272727272727273 0.8745247148288974 0.7457627118644068 0.8646616541353384 0.7096774193548387 0.8846153846153846 0.746 0.0 0.71 0.0 0.8123397891947187 0.7770700636942675 0.838709677419355 0.7625 0.8504672897196262 0.7922077922077922 0.8272727272727273 0.617
paraphrase-multilingual-mpnet-base-v2 3 0.603 0.0 0.585 0.0 0.5558527245574135 0.5834115805946791 0.5433962264150943 0.9800210304942166 0.376425855513308 0.41532976827094475 0.9765721331689272 0.552 0.0 0.546 0.0 0.49413449002229837 0.5234567901234568 0.4825737265415549 0.9636363636363636 0.3225806451612903 0.3593220338983051 0.9574468085106383 0.527 0.0 0.508 0.0 0.47392732567984014 0.5555555555555557 0.4352941176470588 0.967741935483871 0.2824427480916031 0.38961038961038963 0.9487179487179487 0.558 0.0 0.589 0.0 0.5134993241960166 0.48677248677248686 0.5221674876847291 0.9583333333333334 0.3581081081081081 0.3262411347517731 0.9636363636363636 0.64 0.0 0.611 0.0 0.5691521001687733 0.6386946386946386 0.5288753799392096 0.9856115107913669 0.3625 0.4724137931034483 0.9775280898876404 0.604 0.0 0.595 0.0 0.6057130584192439 0.6 0.6082474226804124 0.9661016949152542 0.44360902255639095 0.4351145038167939 0.9672131147540983 0.678 0.0 0.647 0.0 0.5237522488814637 0.6694560669456068 0.41481481481481475 1.0 0.2616822429906542 0.5031446540880503 1.0 0.515
paraphrase-multilingual-mpnet-base-v2_mask 3 0.728 0.0 0.734 0.0 0.8452867902854864 0.7708333333333333 0.8789394697348675 0.8559411146161935 0.8350760456273765 0.7011197243755384 0.9276663146779303 0.683 0.0 0.707 0.0 0.8176716645002611 0.7218045112781956 0.8554687500000001 0.8727272727272727 0.7849462365591398 0.6153846153846154 0.9399141630901288 0.718 0.0 0.712 0.0 0.8281718450049046 0.7571428571428572 0.8617886178861789 0.8548387096774194 0.8091603053435115 0.6794871794871795 0.9217391304347826 0.656 0.0 0.725 0.0 0.8087054370620428 0.6825396825396827 0.849624060150376 0.8958333333333334 0.7635135135135135 0.5512820512820513 0.9576271186440678 0.772 0.0 0.763 0.0 0.8748476516996413 0.8389261744966444 0.8956521739130435 0.8992805755395683 0.8583333333333333 0.7861635220125787 0.9363636363636364 0.735 0.0 0.745 0.0 0.8872777470161192 0.8253968253968255 0.9147286821705426 0.8813559322033898 0.8872180451127819 0.7761194029850746 0.944 0.798 0.0 0.773 0.0 0.861682885114777 0.8488372093023255 0.8712871287128714 0.9125 0.822429906542056 0.7934782608695652 0.9263157894736842 0.515
paraphrase-albert-small-v2 3 0.553 0.0 0.541 0.0 0.49556914894169674 0.5571214392803598 0.4677477477477478 0.9768664563617245 0.30846007604562736 0.3896812080536913 0.9672131147540983 0.543 0.0 0.525 0.0 0.48228408426303376 0.515970515970516 0.46900269541778977 0.9545454545454546 0.3118279569892473 0.35353535353535354 0.9456521739130435 0.503 0.0 0.479 0.0 0.43759125078942546 0.5321100917431193 0.3928571428571428 0.9354838709677419 0.25190839694656486 0.3717948717948718 0.8918918918918919 0.545 0.0 0.565 0.0 0.5235302659651709 0.49735449735449727 0.5320197044334976 0.9791666666666666 0.36486486486486486 0.3333333333333333 0.9818181818181818 0.622 0.0 0.589 0.0 0.5021206212078839 0.6116071428571428 0.43870967741935485 0.9856115107913669 0.2833333333333333 0.44336569579288027 0.9714285714285714 0.57 0.0 0.565 0.0 0.5693004595455203 0.5816326530612245 0.5638297872340425 0.9661016949152542 0.39849624060150374 0.41605839416058393 0.9636363636363636 0.684 0.0 0.649 0.0 0.41232687809351265 0.6349206349206349 0.2459016393442623 1.0 0.14018691588785046 0.46511627906976744 1.0 0.608
paraphrase-albert-small-v2_mask 3 0.693 0.0 0.696 0.0 0.8145687928901812 0.7298050139275765 0.8528816986855411 0.8264984227129337 0.8018060836501901 0.6533665835411472 0.9109071274298056 0.667 0.0 0.67 0.0 0.8050388602892437 0.6996197718631179 0.8466019417475729 0.8363636363636363 0.7813620071684588 0.6013071895424836 0.923728813559322 0.699 0.0 0.673 0.0 0.7985745347968617 0.7222222222222222 0.8347107438016529 0.8387096774193549 0.7709923664122137 0.6341463414634146 0.9099099099099099 0.627 0.0 0.667 0.0 0.8118676041845309 0.6722689075630253 0.8571428571428571 0.8333333333333334 0.7905405405405406 0.5633802816901409 0.936 0.733 0.0 0.716 0.0 0.8124293993616851 0.76 0.8427947598253277 0.8201438848920863 0.8041666666666667 0.7080745341614907 0.8853211009174312 0.687 0.0 0.679 0.0 0.779286036036036 0.656 0.833976833976834 0.6949152542372882 0.8120300751879699 0.6212121212121212 0.8571428571428571 0.773 0.0 0.743 0.0 0.8457213492980563 0.8342857142857143 0.8542713567839195 0.9125 0.794392523364486 0.7684210526315789 0.9239130434782609 0.608
paraphrase-multilingual-MiniLM-L12-v2 3 0.615 0.0 0.595 0.0 0.5796384057354791 0.5933503836317136 0.5734406438631792 0.9758149316508938 0.4063688212927757 0.4262746899402848 0.9738041002277904 0.615 0.0 0.582 0.0 0.5356970924816509 0.5408163265306123 0.533678756476684 0.9636363636363636 0.36917562724014336 0.375886524822695 0.9626168224299065 0.571 0.0 0.546 0.0 0.4879447247894972 0.5607476635514018 0.45348837209302323 0.967741935483871 0.29770992366412213 0.39473684210526316 0.9512195121951219 0.625 0.0 0.608 0.0 0.5782262920919707 0.5168539325842697 0.5981308411214954 0.9583333333333334 0.43243243243243246 0.35384615384615387 0.9696969696969697 0.64 0.0 0.614 0.0 0.6486972221664243 0.6798029556650247 0.6306818181818182 0.9928057553956835 0.4625 0.5168539325842697 0.9910714285714286 0.59 0.0 0.597 0.0 0.6789659694781305 0.6480446927374302 0.6926829268292682 0.9830508474576272 0.5338345864661654 0.48333333333333334 0.9861111111111112 0.692 0.0 0.659 0.0 0.6129356027553191 0.7048458149779736 0.5442176870748299 1.0 0.37383177570093457 0.54421768707483 1.0 0.541
paraphrase-multilingual-MiniLM-L12-v2_mask 3 0.716 0.0 0.721 0.0 0.8339742974450342 0.7491508976225133 0.8723141516423808 0.8117770767613038 0.8393536121673004 0.6954954954954955 0.9079691516709512 0.687 0.0 0.701 0.0 0.8320898195859233 0.7404580152671757 0.8682170542635659 0.8818181818181818 0.8028673835125448 0.6381578947368421 0.9451476793248945 0.714 0.0 0.704 0.0 0.8431677011603362 0.7769784172661871 0.8744939271255061 0.8709677419354839 0.8244274809160306 0.7012987012987013 0.9310344827586207 0.66 0.0 0.71 0.0 0.8224698892160002 0.6991869918699187 0.8624535315985131 0.8958333333333334 0.7837837837837838 0.5733333333333334 0.9586776859504132 0.746 0.0 0.733 0.0 0.8526698390578373 0.8014184397163121 0.8823529411764707 0.8129496402877698 0.875 0.7902097902097902 0.8898305084745762 0.708 0.0 0.73 0.0 0.8918004158489862 0.8292682926829269 0.9195402298850575 0.864406779661017 0.9022556390977443 0.796875 0.9375 0.767 0.0 0.73 0.0 0.812680922223291 0.7798742138364779 0.8372093023255813 0.775 0.8411214953271028 0.7848101265822784 0.8333333333333334 0.541
paraphrase-MiniLM-L3-v2 3 0.531 0.0 0.521 0.0 0.3960559222476577 0.5281433772052645 0.3363528948404884 0.9915878023133544 0.2029467680608365 0.3599236641221374 0.9816091954022989 0.561 0.0 0.573 0.0 0.37075726959199096 0.490990990990991 0.3233532934131737 0.990909090909091 0.1935483870967742 0.3263473053892216 0.9818181818181818 0.452 0.0 0.459 0.0 0.32896812154210947 0.516949152542373 0.24000000000000005 0.9838709677419355 0.13740458015267176 0.3505747126436782 0.9473684210526315 0.637 0.0 0.708 0.0 0.4085045389393216 0.4615384615384615 0.391304347826087 1.0 0.24324324324324326 0.3 1.0 0.456 0.0 0.453 0.0 0.40106349579441014 0.5810526315789474 0.2968197879858657 0.9928057553956835 0.175 0.4107142857142857 0.9767441860465116 0.528 0.0 0.537 0.0 0.4565007716049383 0.5462962962962963 0.4166666666666667 1.0 0.2631578947368421 0.37579617834394907 1.0 0.344 0.0 0.348 0.0 0.3306373035273291 0.61003861003861 0.12173913043478259 0.9875 0.06542056074766354 0.441340782122905 0.875 0.669
paraphrase-MiniLM-L3-v2_mask 3 0.686 0.0 0.699 0.0 0.7892914823830397 0.7123760241483398 0.8240569770509102 0.868559411146162 0.7423954372623575 0.6038011695906432 0.9259039715471251 0.655 0.0 0.699 0.0 0.7285983924900482 0.6430868167202572 0.7623126338329765 0.9090909090909091 0.6379928315412187 0.4975124378109453 0.9468085106382979 0.668 0.0 0.673 0.0 0.7444636760906518 0.679245283018868 0.7753303964757708 0.8709677419354839 0.6717557251908397 0.5567010309278351 0.9166666666666666 0.658 0.0 0.754 0.0 0.7145542427497314 0.6052631578947368 0.75 0.9583333333333334 0.6081081081081081 0.4423076923076923 0.9782608695652174 0.715 0.0 0.715 0.0 0.8308596408076541 0.7854785478547854 0.8571428571428572 0.8561151079136691 0.8125 0.725609756097561 0.9069767441860465 0.679 0.0 0.706 0.0 0.8428220077085142 0.7669172932330828 0.8764940239043824 0.864406779661017 0.8270676691729323 0.6891891891891891 0.9322033898305084 0.741 0.0 0.727 0.0 0.8190730837789659 0.7999999999999998 0.8333333333333333 0.85 0.794392523364486 0.7555555555555555 0.8762886597938144 0.669
distiluse-base-multilingual-cased-v1 3 0.572 0.0 0.571 0.0 0.39134871395888093 0.5264040234702431 0.3303042275780324 0.9905362776025236 0.19866920152091255 0.3584474885844749 0.9789227166276346 0.623 0.0 0.638 0.0 0.44168970981271766 0.5129411764705883 0.4135977337110482 0.990909090909091 0.2616487455197133 0.346031746031746 0.9864864864864865 0.536 0.0 0.539 0.0 0.3710984875618003 0.5281385281385281 0.2967741935483871 0.9838709677419355 0.17557251908396945 0.3609467455621302 0.9583333333333334 0.683 0.0 0.776 0.0 0.5025512860564407 0.49484536082474223 0.5050505050505051 1.0 0.33783783783783783 0.3287671232876712 1.0 0.62 0.0 0.606 0.0 0.3898918417256139 0.5803757828810021 0.27956989247311825 1.0 0.1625 0.4088235294117647 1.0 0.594 0.0 0.617 0.0 0.4565007716049383 0.5462962962962963 0.4166666666666667 1.0 0.2631578947368421 0.37579617834394907 1.0 0.636 0.0 0.606 0.0 0.3015022098001297 0.6083650190114068 0.07207207207207207 1.0 0.037383177570093455 0.4371584699453552 1.0 0.698
distiluse-base-multilingual-cased-v1_mask 3 0.673 0.0 0.692 0.0 0.8169815644453009 0.7199211045364892 0.8608525232729054 0.7676130389064143 0.8350760456273765 0.6778087279480037 0.8882709807886754 0.684 0.0 0.749 0.0 0.8601309216988801 0.7723577235772359 0.8947368421052632 0.8636363636363636 0.8530465949820788 0.6985294117647058 0.9407114624505929 0.688 0.0 0.707 0.0 0.8281718450049046 0.7571428571428572 0.8617886178861789 0.8548387096774194 0.8091603053435115 0.6794871794871795 0.9217391304347826 0.649 0.0 0.793 0.0 0.8910873493083735 0.7924528301886793 0.9230769230769231 0.875 0.8918918918918919 0.7241379310344828 0.9565217391304348 0.757 0.0 0.755 0.0 0.8508702743850142 0.8041237113402062 0.8779443254817987 0.841726618705036 0.8541666666666666 0.7697368421052632 0.9030837004405287 0.737 0.0 0.764 0.0 0.8854166666666666 0.8135593220338985 0.9172932330827067 0.8135593220338984 0.9172932330827067 0.8135593220338984 0.9172932330827067 0.76 0.0 0.74 0.0 0.8138138401375092 0.7976878612716763 0.8258706467661693 0.8625 0.7757009345794392 0.7419354838709677 0.8829787234042553 0.698
distiluse-base-multilingual-cased-v2 3 0.568 0.0 0.567 0.0 0.42918788254911244 0.535663133772558 0.381061473844979 0.9831756046267087 0.23716730038022812 0.36811023622047245 0.9689320388349515 0.63 0.0 0.644 0.0 0.5033080808411846 0.5356265356265356 0.4905660377358491 0.990909090909091 0.32616487455197135 0.367003367003367 0.9891304347826086 0.537 0.0 0.537 0.0 0.39528167174675716 0.5350877192982456 0.3291139240506329 0.9838709677419355 0.1984732824427481 0.3674698795180723 0.9629629629629629 0.701 0.0 0.793 0.0 0.5922023227419854 0.5363128491620112 0.6103286384976526 1.0 0.4391891891891892 0.366412213740458 1.0 0.641 0.0 0.627 0.0 0.4523573554615186 0.5991379310344828 0.36734693877551017 1.0 0.225 0.4276923076923077 1.0 0.6 0.0 0.621 0.0 0.49911740558292284 0.5619047619047619 0.47126436781609193 1.0 0.3082706766917293 0.39072847682119205 1.0 0.68 0.0 0.65 0.0 0.3934600755119514 0.6299212598425197 0.21666666666666667 1.0 0.12149532710280374 0.45977011494252873 1.0 0.664
distiluse-base-multilingual-cased-v2_mask 3 0.679 0.0 0.699 0.0 0.8246478273903927 0.7173798203909139 0.8731325586910126 0.7139852786540484 0.875 0.7208067940552016 0.8712730714623758 0.688 0.0 0.746 0.0 0.8793422738725514 0.7873303167420813 0.9156193895870736 0.7909090909090909 0.9139784946236559 0.7837837837837838 0.9172661870503597 0.674 0.0 0.694 0.0 0.8300447880228387 0.7401574803149606 0.8725868725868725 0.7580645161290323 0.8625954198473282 0.7230769230769231 0.8828125 0.664 0.0 0.802 0.0 0.9280512433446891 0.851063829787234 0.9530201342281879 0.8333333333333334 0.9594594594594594 0.8695652173913043 0.9466666666666667 0.753 0.0 0.758 0.0 0.8625843747238152 0.8115942028985508 0.8921161825726143 0.8057553956834532 0.8958333333333334 0.8175182481751825 0.8884297520661157 0.727 0.0 0.766 0.0 0.8898082673347342 0.8173913043478261 0.9219330855018587 0.7966101694915254 0.9323308270676691 0.8392857142857143 0.9117647058823529 0.763 0.0 0.742 0.0 0.8343502852346193 0.8074534161490683 0.8544600938967136 0.8125 0.8504672897196262 0.8024691358024691 0.8584905660377359 0.664
multi-qa-MiniLM-L6-dot-v1 3 0.483 0.0 0.49 0.0 0.5828534635004073 0.5771900826446281 0.5854132901134521 0.917981072555205 0.4291825095057034 0.42092574734811955 0.9204892966360856 0.52 0.0 0.513 0.0 0.660539213813998 0.5843373493975903 0.6905829596412556 0.8818181818181818 0.5519713261648745 0.4369369369369369 0.9221556886227545 0.387 0.0 0.381 0.0 0.5773885119905612 0.5684210526315789 0.5816326530612245 0.8709677419354839 0.4351145038167939 0.421875 0.8769230769230769 0.623 0.0 0.669 0.0 0.7342776659959758 0.6056338028169014 0.7759999999999999 0.8958333333333334 0.6554054054054054 0.4574468085106383 0.9509803921568627 0.513 0.0 0.508 0.0 0.6261251840320455 0.6446700507614213 0.6153846153846154 0.9136690647482014 0.4666666666666667 0.4980392156862745 0.9032258064516129 0.499 0.0 0.528 0.0 0.6758620689655173 0.632183908045977 0.6952380952380953 0.9322033898305084 0.5488721804511278 0.4782608695652174 0.948051948051948 0.532 0.0 0.488 0.0 0.5698312382804361 0.6545454545454545 0.5064935064935064 0.9 0.3644859813084112 0.5142857142857142 0.8297872340425532 0.305
multi-qa-MiniLM-L6-dot-v1_mask 3 0.554 0.0 0.574 0.0 0.7621480975336369 0.6432692307692307 0.8158808933002482 0.7034700315457413 0.7813688212927756 0.5925597874224978 0.8535825545171339 0.546 0.0 0.577 0.0 0.7857545565775248 0.6283185840707964 0.8478260869565217 0.6454545454545455 0.8387096774193549 0.6120689655172413 0.8571428571428571 0.49 0.0 0.498 0.0 0.7156818043279488 0.588235294117647 0.776 0.6451612903225806 0.7404580152671756 0.5405405405405406 0.8151260504201681 0.583 0.0 0.654 0.0 0.8538000630715862 0.6888888888888889 0.9072847682119204 0.6458333333333334 0.9256756756756757 0.7380952380952381 0.8896103896103896 0.608 0.0 0.609 0.0 0.7790047585867558 0.7021276595744681 0.8235294117647058 0.7122302158273381 0.8166666666666667 0.6923076923076923 0.8305084745762712 0.548 0.0 0.576 0.0 0.7887531928480205 0.6666666666666667 0.8429118773946361 0.6949152542372882 0.8270676691729323 0.640625 0.859375 0.651 0.0 0.635 0.0 0.7698651330171863 0.7295597484276729 0.8 0.725 0.8037383177570093 0.7341772151898734 0.7962962962962963 0.305
multi-qa-distilbert-dot-v1 3 0.547 0.0 0.549 0.0 0.43976585900430576 0.5415349238286864 0.3937666286583048 0.9905362776025236 0.2461977186311787 0.372626582278481 0.9829222011385199 0.52 0.0 0.514 0.0 0.4164395990767335 0.49883449883449876 0.3839541547277937 0.9727272727272728 0.24014336917562723 0.335423197492163 0.9571428571428572 0.424 0.0 0.428 0.0 0.3883247741757989 0.5221238938053097 0.32499999999999996 0.9516129032258065 0.1984732824427481 0.3597560975609756 0.896551724137931 0.597 0.0 0.606 0.0 0.4434242224530754 0.47290640394088673 0.4338624338624339 1.0 0.27702702702702703 0.3096774193548387 1.0 0.527 0.0 0.522 0.0 0.4947036897432676 0.6088888888888889 0.42857142857142855 0.9856115107913669 0.275 0.4405144694533762 0.9705882352941176 0.543 0.0 0.567 0.0 0.5329089453604033 0.5756097560975609 0.5139664804469274 1.0 0.3458646616541353 0.4041095890410959 1.0 0.505 0.0 0.492 0.0 0.4498239041916978 0.636734693877551 0.310077519379845 0.975 0.18691588785046728 0.4727272727272727 0.9090909090909091 0.604
multi-qa-distilbert-dot-v1_mask 3 0.648 0.0 0.666 0.0 0.7673013812601792 0.6846384253316218 0.8046647230320699 0.8412197686645636 0.7214828897338403 0.5772005772005772 0.9095266626722588 0.623 0.0 0.661 0.0 0.7576335080436382 0.6501766784452296 0.7999999999999999 0.8363636363636363 0.7096774193548387 0.5317919075144508 0.9166666666666666 0.564 0.0 0.594 0.0 0.7194294189596111 0.6455696202531646 0.7543859649122806 0.8225806451612904 0.6564885496183206 0.53125 0.8865979381443299 0.656 0.0 0.728 0.0 0.7941469082014828 0.656 0.8389513108614233 0.8541666666666666 0.7567567567567568 0.5324675324675324 0.9411764705882353 0.674 0.0 0.668 0.0 0.7997717539170357 0.7475409836065575 0.8300220750551875 0.8201438848920863 0.7833333333333333 0.6867469879518072 0.8826291079812206 0.644 0.0 0.667 0.0 0.8278221393034825 0.7462686567164178 0.864 0.847457627118644 0.8120300751879699 0.6666666666666666 0.9230769230769231 0.688 0.0 0.669 0.0 0.7712193385301104 0.7485380116959066 0.7881773399014778 0.8 0.7476635514018691 0.7032967032967034 0.8333333333333334 0.604
multi-qa-mpnet-base-dot-v1 3 0.538 0.0 0.534 0.0 0.5206429504035001 0.562826420890937 0.5015761821366025 0.9631966351209253 0.3403041825095057 0.3975694444444444 0.9533954727030626 0.528 0.0 0.535 0.0 0.5095904036258416 0.5239294710327457 0.5039370078740157 0.9454545454545454 0.34408602150537637 0.3623693379790941 0.9411764705882353 0.439 0.0 0.452 0.0 0.45582715411332386 0.543778801843318 0.4142011834319526 0.9516129032258065 0.26717557251908397 0.38064516129032255 0.9210526315789473 0.59 0.0 0.622 0.0 0.5569888332691567 0.5 0.5754716981132075 0.9375 0.41216216216216217 0.3409090909090909 0.953125 0.535 0.0 0.532 0.0 0.6032028515644142 0.6522781774580336 0.5747800586510264 0.9784172661870504 0.4083333333333333 0.4892086330935252 0.9702970297029703 0.494 0.0 0.521 0.0 0.6057130584192439 0.6 0.6082474226804124 0.9661016949152542 0.44360902255639095 0.4351145038167939 0.9672131147540983 0.547 0.0 0.547 0.0 0.6013814416435377 0.6960352422907489 0.5306122448979591 0.9875 0.3644859813084112 0.5374149659863946 0.975 0.51
multi-qa-mpnet-base-dot-v1_mask 3 0.662 0.0 0.671 0.0 0.7787404174351803 0.6959165942658557 0.8161764705882354 0.8422712933753943 0.7385931558935361 0.5928941524796447 0.9119718309859155 0.64 0.0 0.693 0.0 0.8099745853452122 0.7072243346007605 0.8504854368932039 0.8454545454545455 0.7849462365591398 0.6078431372549019 0.9279661016949152 0.619 0.0 0.653 0.0 0.7843220626682367 0.7152317880794702 0.8170212765957446 0.8709677419354839 0.732824427480916 0.6067415730337079 0.9230769230769231 0.643 0.0 0.733 0.0 0.8339650145772595 0.6964285714285714 0.8785714285714286 0.8125 0.831081081081081 0.609375 0.9318181818181818 0.667 0.0 0.655 0.0 0.8016630378107951 0.7432432432432433 0.8354978354978355 0.7913669064748201 0.8041666666666667 0.7006369426751592 0.8693693693693694 0.605 0.0 0.635 0.0 0.8269066727236019 0.7384615384615385 0.8661417322834646 0.8135593220338984 0.8270676691729323 0.676056338028169 0.9090909090909091 0.713 0.0 0.682 0.0 0.7762206786834711 0.7469879518072289 0.7980769230769231 0.775 0.7757009345794392 0.7209302325581395 0.8217821782178217 0.51
multi-qa-MiniLM-L6-cos-v1 3 0.553 0.0 0.55 0.0 0.49944987952557657 0.5586289837642815 0.47270114942528735 0.9768664563617245 0.3127376425855513 0.3911578947368421 0.9676470588235294 0.573 0.0 0.562 0.0 0.4813883466505079 0.5242718446601942 0.4644808743169398 0.9818181818181818 0.3046594982078853 0.3576158940397351 0.9770114942528736 0.483 0.0 0.469 0.0 0.40741908838326946 0.5333333333333332 0.3478260869565218 0.967741935483871 0.21374045801526717 0.36809815950920244 0.9333333333333333 0.632 0.0 0.674 0.0 0.5456334196649836 0.5133689839572193 0.5560975609756098 1.0 0.38513513513513514 0.34532374100719426 1.0 0.6 0.0 0.58 0.0 0.5967363951309239 0.649164677804296 0.5663716814159293 0.9784172661870504 0.4 0.4857142857142857 0.9696969696969697 0.58 0.0 0.596 0.0 0.6101485568184901 0.6073298429319371 0.6113989637305699 0.9830508474576272 0.44360902255639095 0.4393939393939394 0.9833333333333333 0.636 0.0 0.595 0.0 0.5827257690780316 0.6842105263157895 0.5068493150684932 0.975 0.34579439252336447 0.527027027027027 0.9487179487179487 0.617
multi-qa-MiniLM-L6-cos-v1_mask 3 0.702 0.0 0.717 0.0 0.8383504183752858 0.7531956735496559 0.8768400392541708 0.8054679284963197 0.8493346007604563 0.7072945521698984 0.9061866125760649 0.698 0.0 0.726 0.0 0.8448738352208293 0.7459016393442622 0.8838951310861424 0.8272727272727273 0.8458781362007168 0.6791044776119403 0.9254901960784314 0.711 0.0 0.705 0.0 0.8277977215637543 0.7536231884057972 0.8629032258064516 0.8387096774193549 0.816793893129771 0.6842105263157895 0.9145299145299145 0.67 0.0 0.75 0.0 0.8613838991197482 0.7358490566037735 0.9020979020979021 0.8125 0.8716216216216216 0.6724137931034483 0.9347826086956522 0.725 0.0 0.715 0.0 0.820580474934037 0.7553956834532374 0.8583333333333333 0.7553956834532374 0.8583333333333333 0.7553956834532374 0.8583333333333333 0.689 0.0 0.715 0.0 0.8292754061527826 0.7272727272727273 0.8745247148288974 0.7457627118644068 0.8646616541353384 0.7096774193548387 0.8846153846153846 0.746 0.0 0.71 0.0 0.8123397891947187 0.7770700636942675 0.838709677419355 0.7625 0.8504672897196262 0.7922077922077922 0.8272727272727273 0.617
multi-qa-distilbert-cos-v1 3 0.568 0.0 0.561 0.0 0.4822600356039968 0.5547661338069864 0.4494875549048317 0.9852786540483701 0.29182509505703425 0.3860733415739596 0.9777070063694268 0.557 0.0 0.556 0.0 0.356555222936506 0.489977728285078 0.30395136778115506 1.0 0.17921146953405018 0.32448377581120946 1.0 0.456 0.0 0.46 0.0 0.39875952038131524 0.5414847161572052 0.33121019108280253 1.0 0.1984732824427481 0.3712574850299401 1.0 0.642 0.0 0.681 0.0 0.31759071493290764 0.43636363636363634 0.27906976744186046 1.0 0.16216216216216217 0.27906976744186046 1.0 0.547 0.0 0.535 0.0 0.5437705569812412 0.6301369863013698 0.49375 0.9928057553956835 0.32916666666666666 0.46153846153846156 0.9875 0.56 0.0 0.582 0.0 0.5610504662954412 0.5829145728643216 0.5513513513513514 0.9830508474576272 0.38345864661654133 0.4142857142857143 0.9807692307692307 0.547 0.0 0.502 0.0 0.5237522488814637 0.6694560669456068 0.41481481481481475 1.0 0.2616822429906542 0.5031446540880503 1.0 0.638
multi-qa-distilbert-cos-v1_mask 3 0.711 0.0 0.723 0.0 0.821552268802777 0.7397769516728625 0.8585144012127337 0.8370136698212408 0.8075095057034221 0.6627810158201499 0.9163969795037756 0.695 0.0 0.742 0.0 0.8562419665809768 0.7734374999999999 0.8888888888888888 0.9 0.8315412186379928 0.678082191780822 0.9547325102880658 0.698 0.0 0.71 0.0 0.8535860336858809 0.7943262411347518 0.8816326530612245 0.9032258064516129 0.8244274809160306 0.7088607594936709 0.9473684210526315 0.68 0.0 0.784 0.0 0.8591891190631017 0.7478260869565218 0.8953068592057762 0.8958333333333334 0.8378378378378378 0.6417910447761194 0.9612403100775194 0.717 0.0 0.697 0.0 0.8219923527174916 0.7655172413793104 0.8547008547008548 0.7985611510791367 0.8333333333333334 0.7350993377483444 0.8771929824561403 0.684 0.0 0.704 0.0 0.8360403592961733 0.746031746031746 0.875968992248062 0.7966101694915254 0.849624060150376 0.7014925373134329 0.904 0.735 0.0 0.687 0.0 0.8080008943710522 0.7804878048780488 0.8285714285714285 0.8 0.8130841121495327 0.7619047619047619 0.8446601941747572 0.638
multi-qa-mpnet-base-cos-v1 3 0.58 0.0 0.571 0.0 0.5242018380333494 0.5699450213805741 0.5035260930888575 0.9810725552050473 0.33935361216730037 0.40163581575548857 0.9754098360655737 0.562 0.0 0.563 0.0 0.4414012366901199 0.5011933174224343 0.4178272980501393 0.9545454545454546 0.26881720430107525 0.33980582524271846 0.9375 0.494 0.0 0.487 0.0 0.45582715411332386 0.543778801843318 0.4142011834319526 0.9516129032258065 0.26717557251908397 0.38064516129032255 0.9210526315789473 0.613 0.0 0.655 0.0 0.429475385777031 0.4554455445544554 0.42105263157894735 0.9583333333333334 0.2702702702702703 0.2987012987012987 0.9523809523809523 0.553 0.0 0.545 0.0 0.5803384022019187 0.6415094339622641 0.5449101796407186 0.9784172661870504 0.37916666666666665 0.47719298245614034 0.9680851063829787 0.531 0.0 0.552 0.0 0.6057130584192439 0.6 0.6082474226804124 0.9661016949152542 0.44360902255639095 0.4351145038167939 0.9672131147540983 0.543 0.0 0.534 0.0 0.5504351857293034 0.6752136752136753 0.4571428571428571 0.9875 0.29906542056074764 0.512987012987013 0.9696969696969697 0.626
multi-qa-mpnet-base-cos-v1_mask 3 0.718 0.0 0.727 0.0 0.8148290085859194 0.7351203998182644 0.8508569966743413 0.85068349106204 0.7903992395437263 0.6472 0.9213296398891967 0.691 0.0 0.74 0.0 0.8071681670653393 0.7 0.8494208494208494 0.8272727272727273 0.7885304659498208 0.6066666666666667 0.9205020920502092 0.681 0.0 0.72 0.0 0.7881491787726272 0.7042253521126761 0.8278688524590163 0.8064516129032258 0.7709923664122137 0.625 0.8938053097345132 0.697 0.0 0.765 0.0 0.8260748812700882 0.6949152542372882 0.8686131386861313 0.8541666666666666 0.8040540540540541 0.5857142857142857 0.9444444444444444 0.705 0.0 0.683 0.0 0.8297487179248588 0.7750865051903114 0.8614072494669509 0.8057553956834532 0.8416666666666667 0.7466666666666667 0.8820960698689956 0.68 0.0 0.709 0.0 0.8760949818545863 0.8032786885245902 0.9083969465648855 0.8305084745762712 0.8947368421052632 0.7777777777777778 0.9224806201550387 0.693 0.0 0.653 0.0 0.7816366027922453 0.7544910179640718 0.8019323671497584 0.7875 0.7757009345794392 0.7241379310344828 0.83 0.626
msmarco-distilbert-base-tas-b 3 0.468 0.0 0.462 0.0 0.46195903617220735 0.5440140845070423 0.4248704663212435 0.9747634069400631 0.27281368821292773 0.3772893772893773 0.959866220735786 0.504 0.0 0.507 0.0 0.40344062787639623 0.4976958525345622 0.3662790697674419 0.9818181818181818 0.22580645161290322 0.3333333333333333 0.9692307692307692 0.407 0.0 0.399 0.0 0.39180361498483557 0.5286343612334802 0.32704402515723274 0.967741935483871 0.1984732824427481 0.36363636363636365 0.9285714285714286 0.564 0.0 0.648 0.0 0.41561668145519076 0.463768115942029 0.4 1.0 0.25 0.3018867924528302 1.0 0.577 0.0 0.558 0.0 0.5576761908364598 0.6359447004608295 0.5123456790123457 0.9928057553956835 0.3458333333333333 0.46779661016949153 0.9880952380952381 0.547 0.0 0.542 0.0 0.5460260571174554 0.5812807881773399 0.5303867403314917 1.0 0.3609022556390977 0.4097222222222222 1.0 0.641 0.0 0.614 0.0 0.5727071502472573 0.683982683982684 0.4895104895104895 0.9875 0.32710280373831774 0.5231788079470199 0.9722222222222222 0.2
msmarco-distilbert-base-tas-b_mask 3 0.645 0.0 0.643 0.0 0.7823785554890581 0.6912691269126912 0.8235596707818931 0.807570977917981 0.7609315589353612 0.6042486231313926 0.8974215246636771 0.638 0.0 0.681 0.0 0.8176716645002611 0.7218045112781956 0.8554687500000001 0.8727272727272727 0.7849462365591398 0.6153846153846154 0.9399141630901288 0.616 0.0 0.614 0.0 0.7738608093095238 0.6938775510204082 0.8117154811715481 0.8225806451612904 0.7404580152671756 0.6 0.8981481481481481 0.651 0.0 0.778 0.0 0.8601066800346514 0.7563025210084034 0.8937728937728938 0.9375 0.8243243243243243 0.6338028169014085 0.976 0.739 0.0 0.74 0.0 0.8662596053336342 0.8222996515679443 0.8917197452229298 0.8489208633093526 0.875 0.7972972972972973 0.9090909090909091 0.714 0.0 0.711 0.0 0.8565353143841516 0.7777777777777778 0.8914728682170543 0.8305084745762712 0.8646616541353384 0.7313432835820896 0.92 0.76 0.0 0.764 0.0 0.8770985987224595 0.8571428571428572 0.892018779342723 0.8625 0.8878504672897196 0.8518518518518519 0.8962264150943396 0.2
msmarco-distilbert-dot-v5 3 0.506 0.0 0.5 0.0 0.5581807985164673 0.5766910130200064 0.5498142519419115 0.9547844374342797 0.38688212927756654 0.41310282074613286 0.9498249708284714 0.489 0.0 0.46 0.0 0.41829343763685706 0.49648711943793905 0.38746438746438744 0.9636363636363636 0.24372759856630824 0.334384858044164 0.9444444444444444 0.399 0.0 0.381 0.0 0.466155138610327 0.5420560747663552 0.430232558139535 0.9354838709677419 0.2824427480916031 0.3815789473684211 0.9024390243902439 0.597 0.0 0.606 0.0 0.37192026861889615 0.45070422535211263 0.3463687150837989 1.0 0.20945945945945946 0.2909090909090909 1.0 0.555 0.0 0.542 0.0 0.5360228931136872 0.622425629290618 0.4859813084112149 0.9784172661870504 0.325 0.4563758389261745 0.9629629629629629 0.588 0.0 0.584 0.0 0.6160890305661061 0.6105263157894737 0.6185567010309279 0.9830508474576272 0.45112781954887216 0.44274809160305345 0.9836065573770492 0.508 0.0 0.494 0.0 0.4323905050849786 0.631578947368421 0.28346456692913385 0.975 0.16822429906542055 0.46706586826347307 0.9 0.224
msmarco-distilbert-dot-v5_mask 3 0.682 0.0 0.698 0.0 0.8374202874409422 0.7339449541284404 0.884190744655861 0.7150368033648791 0.8944866920152091 0.753880266075388 0.8741291221551324 0.65 0.0 0.699 0.0 0.8536704172496901 0.7420814479638009 0.8976660682226212 0.7454545454545455 0.8960573476702509 0.7387387387387387 0.8992805755395683 0.651 0.0 0.661 0.0 0.8278637385685973 0.7272727272727273 0.8754716981132075 0.7096774193548387 0.8854961832061069 0.7457627118644068 0.8656716417910447 0.649 0.0 0.754 0.0 0.8791613083589599 0.76 0.9178082191780821 0.7916666666666666 0.9054054054054054 0.7307692307692307 0.9305555555555556 0.762 0.0 0.752 0.0 0.8491315082677208 0.7812499999999999 0.8884462151394423 0.7194244604316546 0.9291666666666667 0.8547008547008547 0.851145038167939 0.745 0.0 0.747 0.0 0.8500570316693504 0.7407407407407407 0.8985507246376812 0.6779661016949152 0.9323308270676691 0.8163265306122449 0.8671328671328671 0.774 0.0 0.754 0.0 0.8481723406241884 0.8108108108108107 0.8761061946902654 0.75 0.9252336448598131 0.8823529411764706 0.8319327731092437 0.224
msmarco-bert-base-dot-v5 3 0.464 0.0 0.458 0.0 0.467519969351395 0.5449719846652905 0.43251195292386907 0.9716088328075709 0.279467680608365 0.37868852459016394 0.9560975609756097 0.533 0.0 0.517 0.0 0.41278090553575375 0.49767441860465117 0.37931034482758624 0.9727272727272728 0.23655913978494625 0.334375 0.9565217391304348 0.378 0.0 0.363 0.0 0.39613183292390325 0.5244444444444444 0.3354037267080746 0.9516129032258065 0.20610687022900764 0.3619631901840491 0.9 0.629 0.0 0.701 0.0 0.4296462709252215 0.4682926829268293 0.4171122994652406 1.0 0.2635135135135135 0.3057324840764331 1.0 0.535 0.0 0.524 0.0 0.4816208583078146 0.6065934065934065 0.40924092409240925 0.9928057553956835 0.25833333333333336 0.43670886075949367 0.9841269841269841 0.547 0.0 0.553 0.0 0.5262672266463037 0.5728155339805825 0.5056179775280898 1.0 0.3383458646616541 0.4013605442176871 1.0 0.522 0.0 0.498 0.0 0.42709653587612484 0.6345381526104418 0.272 0.9875 0.1588785046728972 0.46745562130177515 0.9444444444444444 0.109
msmarco-bert-base-dot-v5_mask 3 0.686 0.0 0.699 0.0 0.8274031347438088 0.733 0.87007299270073 0.7707676130389064 0.8498098859315589 0.6987607244995233 0.8913260219341974 0.674 0.0 0.715 0.0 0.8285382897400062 0.711864406779661 0.874538745387454 0.7636363636363637 0.8494623655913979 0.6666666666666666 0.9011406844106464 0.611 0.0 0.637 0.0 0.7807775392935635 0.6766917293233083 0.8300395256916997 0.7258064516129032 0.8015267175572519 0.6338028169014085 0.860655737704918 0.712 0.0 0.801 0.0 0.875238502025596 0.7572815533980584 0.9134948096885813 0.8125 0.8918918918918919 0.7090909090909091 0.9361702127659575 0.768 0.0 0.762 0.0 0.8789787963689378 0.8368794326241136 0.9033613445378151 0.8489208633093526 0.8958333333333334 0.8251748251748252 0.9110169491525424 0.741 0.0 0.741 0.0 0.8819436936936936 0.8159999999999998 0.9111969111969112 0.864406779661017 0.8872180451127819 0.7727272727272727 0.9365079365079365 0.786 0.0 0.779 0.0 0.8766804328993865 0.8535031847133757 0.8940092165898617 0.8375 0.9065420560747663 0.8701298701298701 0.8818181818181818 0.109
msmarco-MiniLM-L6-cos-v5 3 0.465 0.0 0.467 0.0 0.5288679735894886 0.563625077591558 0.5131578947368421 0.9547844374342797 0.35218631178707227 0.3998238661382651 0.9451530612244898 0.505 0.0 0.491 0.0 0.46590048396010264 0.5156626506024097 0.4462809917355372 0.9727272727272728 0.2903225806451613 0.35081967213114756 0.9642857142857143 0.354 0.0 0.351 0.0 0.4151063227056319 0.5357142857142857 0.3580246913580247 0.967741935483871 0.22137404580152673 0.37037037037037035 0.9354838709677419 0.587 0.0 0.657 0.0 0.5112252605973232 0.4921465968586387 0.5174129353233831 0.9791666666666666 0.35135135135135137 0.32867132867132864 0.9811320754716981 0.555 0.0 0.547 0.0 0.5858602653308408 0.6462264150943396 0.5508982035928144 0.9856115107913669 0.38333333333333336 0.4807017543859649 0.9787234042553191 0.524 0.0 0.55 0.0 0.617512031408308 0.6063829787234043 0.6224489795918366 0.9661016949152542 0.45864661654135336 0.4418604651162791 0.9682539682539683 0.586 0.0 0.543 0.0 0.5471109727471077 0.6779661016949152 0.4492753623188406 1.0 0.2897196261682243 0.5128205128205128 1.0 0.654
msmarco-MiniLM-L6-cos-v5_mask 3 0.618 0.0 0.638 0.0 0.7979417183727134 0.6839167935058347 0.8494805508576951 0.7087276550998949 0.8355513307984791 0.6607843137254902 0.8638820638820639 0.644 0.0 0.662 0.0 0.7801064470855704 0.6590038314176244 0.8278529980657641 0.7818181818181819 0.7670250896057348 0.5695364238410596 0.8991596638655462 0.608 0.0 0.596 0.0 0.7477966413959849 0.6478873239436619 0.7950819672131147 0.7419354838709677 0.7404580152671756 0.575 0.8584070796460177 0.666 0.0 0.745 0.0 0.8118676041845309 0.6722689075630253 0.8571428571428571 0.8333333333333334 0.7905405405405406 0.5633802816901409 0.936 0.714 0.0 0.717 0.0 0.8547701703926998 0.8014440433212997 0.8856548856548856 0.7985611510791367 0.8875 0.8043478260869565 0.8838174273858921 0.639 0.0 0.662 0.0 0.8493079779081443 0.7563025210084034 0.890566037735849 0.7627118644067796 0.8872180451127819 0.75 0.8939393939393939 0.772 0.0 0.76 0.0 0.8607262749109362 0.8354430379746836 0.8796296296296298 0.825 0.8878504672897196 0.8461538461538461 0.8715596330275229 0.654
msmarco-MiniLM-L12-cos-v5 3 0.459 0.0 0.457 0.0 0.6135091240996955 0.5837950138504155 0.6269397889509621 0.886435331230284 0.48003802281368824 0.4352090862157976 0.9033989266547406 0.468 0.0 0.47 0.0 0.5847782383433852 0.538888888888889 0.6028708133971292 0.8818181818181818 0.45161290322580644 0.388 0.9064748201438849 0.342 0.0 0.343 0.0 0.4931959967792228 0.5247524752475247 0.4782608695652174 0.8548387096774194 0.33587786259541985 0.37857142857142856 0.8301886792452831 0.55 0.0 0.611 0.0 0.6656156782739062 0.5569620253164558 0.7008547008547009 0.9166666666666666 0.5540540540540541 0.4 0.9534883720930233 0.569 0.0 0.553 0.0 0.7065239452528659 0.6956521739130436 0.7128205128205128 0.920863309352518 0.5791666666666667 0.5589519650655022 0.9266666666666666 0.533 0.0 0.526 0.0 0.683398194271482 0.6181818181818182 0.7123287671232876 0.864406779661017 0.5864661654135338 0.4811320754716981 0.9069767441860465 0.588 0.0 0.579 0.0 0.7327745265185214 0.7586206896551725 0.7134502923976607 0.9625 0.5700934579439252 0.6260162601626016 0.953125 0.586
msmarco-MiniLM-L12-cos-v5_mask 3 0.633 0.0 0.659 0.0 0.812448632904016 0.6729970326409497 0.8754802259887006 0.5962145110410094 0.9206273764258555 0.7724795640326976 0.8345540715208961 0.607 0.0 0.644 0.0 0.8196688177494168 0.6698564593301435 0.8787346221441125 0.6363636363636364 0.8960573476702509 0.7070707070707071 0.8620689655172413 0.548 0.0 0.569 0.0 0.7536408287481028 0.6050420168067226 0.8239700374531834 0.5806451612903226 0.8396946564885496 0.631578947368421 0.8088235294117647 0.678 0.0 0.751 0.0 0.8851286209848179 0.7555555555555556 0.9271523178807948 0.7083333333333334 0.9459459459459459 0.8095238095238095 0.9090909090909091 0.715 0.0 0.698 0.0 0.8209047431076393 0.7360000000000001 0.8700787401574802 0.6618705035971223 0.9208333333333333 0.8288288288288288 0.8246268656716418 0.68 0.0 0.686 0.0 0.8431270267963815 0.7238095238095238 0.8960573476702508 0.6440677966101694 0.9398496240601504 0.8260869565217391 0.8561643835616438 0.727 0.0 0.699 0.0 0.7983850122436621 0.7448275862068966 0.8384279475982532 0.675 0.897196261682243 0.8307692307692308 0.7868852459016393 0.586
msmarco-distilbert-cos-v5 3 0.471 0.0 0.465 0.0 0.47640920282246074 0.5482052803322456 0.44395764877692584 0.9716088328075709 0.2889733840304182 0.38181818181818183 0.9574803149606299 0.345 0.0 0.327 0.0 0.26916275291765385 0.4625267665952891 0.1929260450160772 0.9818181818181818 0.10752688172043011 0.3025210084033613 0.9375 0.326 0.0 0.317 0.0 0.36775145707337636 0.5217391304347826 0.2948717948717948 0.967741935483871 0.17557251908396945 0.35714285714285715 0.92 0.466 0.0 0.434 0.0 0.16740193831718067 0.4050632911392405 0.09032258064516129 1.0 0.0472972972972973 0.25396825396825395 1.0 0.566 0.0 0.548 0.0 0.5623673655118232 0.6357308584686774 0.5198776758409785 0.9856115107913669 0.3541666666666667 0.4691780821917808 0.9770114942528736 0.54 0.0 0.549 0.0 0.5483010154147295 0.5771144278606966 0.53551912568306 0.9830508474576272 0.3684210526315789 0.4084507042253521 0.98 0.581 0.0 0.558 0.0 0.5799813996744944 0.6869565217391305 0.5 0.9875 0.3364485981308411 0.5266666666666666 0.972972972972973 0.68
msmarco-distilbert-cos-v5_mask 3 0.679 0.0 0.689 0.0 0.8041397907571325 0.7128157156220768 0.8454179254783484 0.8012618296529969 0.7980038022813688 0.6419545071609098 0.8988222698072805 0.643 0.0 0.672 0.0 0.7964476974424376 0.700361010830325 0.8343313373253493 0.8818181818181818 0.7491039426523297 0.5808383233532934 0.9414414414414415 0.646 0.0 0.657 0.0 0.798237313116788 0.7183098591549296 0.8360655737704918 0.8225806451612904 0.7786259541984732 0.6375 0.9026548672566371 0.663 0.0 0.714 0.0 0.7956554346771133 0.6814814814814815 0.8326848249027238 0.9583333333333334 0.722972972972973 0.5287356321839081 0.981651376146789 0.739 0.0 0.733 0.0 0.8567738856080445 0.8172757475083057 0.8796498905908097 0.8848920863309353 0.8375 0.7592592592592593 0.9262672811059908 0.702 0.0 0.721 0.0 0.8570149739583334 0.7812499999999999 0.890625 0.847457627118644 0.8571428571428571 0.7246376811594203 0.926829268292683 0.757 0.0 0.735 0.0 0.8563706766775069 0.8439306358381503 0.8656716417910447 0.9125 0.8130841121495327 0.7849462365591398 0.925531914893617 0.68
cross-encoder/ms-marco-TinyBERT-L-2-v2 3 0.368 0.0 0.366 0.0 0.2563858240569384 0.14857142857142858 0.4949152542372882 0.08032319391634982 0.9978969505783386 0.9883040935672515 0.3290568654646325 0.358 0.0 0.364 0.0 0.22106387628462817 0.12751677852348994 0.4583333333333333 0.06810035842293907 1.0 1.0 0.2972972972972973 0.317 0.0 0.319 0.0 0.26841435942590053 0.15492957746478872 0.5081967213114754 0.08396946564885496 1.0 1.0 0.34065934065934067 0.387 0.0 0.388 0.0 0.17706587198112622 0.10256410256410257 0.4067796610169491 0.05405405405405406 1.0 1.0 0.2553191489361702 0.4 0.0 0.386 0.0 0.2872842039092559 0.13229571984435798 0.5548902195608783 0.07083333333333333 1.0 1.0 0.3839779005524862 0.457 0.0 0.475 0.0 0.31197293447293445 0.22666666666666666 0.5042735042735043 0.12781954887218044 1.0 1.0 0.33714285714285713 0.389 0.0 0.374 0.0 0.2563640369324441 0.0 0.599250936329588 0.0 1.0 0.0 0.42780748663101603 -9.862000465393066
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 3 0.623 0.0 0.595 0.0 0.7532742907078369 0.7910208444681989 0.6697635135135134 0.7034220532319392 0.8338590956887487 0.9035409035409036 0.5596330275229358 0.645 0.0 0.64 0.0 0.7556882096715838 0.7899159663865547 0.6688741721854303 0.6738351254480287 0.9181818181818182 0.9543147208121827 0.5260416666666666 0.641 0.0 0.602 0.0 0.7394217983401348 0.7699115044247787 0.6749999999999999 0.6641221374045801 0.8709677419354839 0.9157894736842105 0.5510204081632653 0.628 0.0 0.725 0.0 0.7722379994251222 0.808 0.6619718309859155 0.6824324324324325 0.9791666666666666 0.9901960784313726 0.5 0.692 0.0 0.593 0.0 0.8203163292173647 0.849015317286652 0.770764119601329 0.8083333333333333 0.8345323741007195 0.8940092165898618 0.7160493827160493 0.653 0.0 0.606 0.0 0.808711455893833 0.8442622950819673 0.7285714285714285 0.7744360902255639 0.864406779661017 0.9279279279279279 0.6296296296296297 0.735 0.0 0.585 0.0 0.8343502852346193 0.8544600938967136 0.8074534161490683 0.8504672897196262 0.8125 0.8584905660377359 0.8024691358024691 -9.862000465393066
cross-encoder/ms-marco-MiniLM-L-2-v2 3 0.389 0.0 0.389 0.0 0.2827695495923978 0.18440327445066781 0.5003958828186857 0.10171102661596958 0.9968454258675079 0.9861751152073732 0.33403805496828753 0.425 0.0 0.43 0.0 0.2162725761697484 0.12121212121212122 0.45738045738045735 0.06451612903225806 1.0 1.0 0.29649595687331537 0.352 0.0 0.365 0.0 0.26841435942590053 0.15492957746478872 0.5081967213114754 0.08396946564885496 1.0 1.0 0.34065934065934067 0.49 0.0 0.49 0.0 0.16740193831718067 0.09032258064516129 0.4050632911392405 0.0472972972972973 1.0 1.0 0.25396825396825395 0.449 0.0 0.422 0.0 0.337263482176757 0.2074074074074074 0.5614754098360655 0.11666666666666667 0.9856115107913669 0.9333333333333333 0.39255014326647564 0.464 0.0 0.473 0.0 0.3465744400527009 0.2727272727272727 0.5130434782608695 0.15789473684210525 1.0 1.0 0.34502923976608185 0.542 0.0 0.496 0.0 0.32773201137274915 0.12068965517241378 0.6046511627906976 0.06542056074766354 0.975 0.7777777777777778 0.43820224719101125 -8.899999618530273
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 3 0.618 0.0 0.634 0.0 0.7918240577161723 0.8392370572207084 0.6869271587071877 0.8051330798479087 0.7486855941114616 0.8763579927573719 0.6345811051693404 0.636 0.0 0.679 0.0 0.816060313953909 0.8593155893536123 0.7063492063492064 0.8100358422939068 0.8090909090909091 0.9149797570850202 0.6267605633802817 0.664 0.0 0.627 0.0 0.7915645802894734 0.8366533864541833 0.6962962962962962 0.8015267175572519 0.7580645161290323 0.875 0.6438356164383562 0.6 0.0 0.753 0.0 0.8403139717425432 0.88 0.717948717948718 0.8175675675675675 0.875 0.952755905511811 0.6086956521739131 0.676 0.0 0.624 0.0 0.802258893144965 0.8434237995824634 0.7311827956989246 0.8416666666666667 0.7338129496402878 0.8451882845188284 0.7285714285714285 0.599 0.0 0.629 0.0 0.7950504491202167 0.8449612403100776 0.6825396825396826 0.8195488721804511 0.7288135593220338 0.872 0.6417910447761194 0.744 0.0 0.622 0.0 0.8115168184372337 0.8416289592760181 0.7712418300653595 0.8691588785046729 0.7375 0.8157894736842105 0.8082191780821918 -8.899999618530273
cross-encoder/ms-marco-MiniLM-L-4-v2 3 0.329 0.0 0.327 0.0 0.31995766047794677 0.23680930619027832 0.5039157439913583 0.13545627376425856 0.9810725552050473 0.9405940594059405 0.3390261627906977 0.363 0.0 0.37 0.0 0.26333934855843194 0.1864951768488746 0.4582441113490364 0.1039426523297491 0.9727272727272728 0.90625 0.29971988795518206 0.237 0.001 0.241 0.001 0.3227527101265852 0.2368421052631579 0.5042735042735043 0.13740458015267176 0.9516129032258065 0.8571428571428571 0.3430232558139535 0.531 0.0 0.549 0.0 0.20538169110060414 0.13836477987421383 0.41201716738197425 0.07432432432432433 1.0 1.0 0.2594594594594595 0.433 0.0 0.429 0.0 0.4796427564208839 0.40789473684210537 0.6035242290748899 0.25833333333333336 0.9856115107913669 0.96875 0.43492063492063493 0.407 0.0 0.424 0.0 0.3632970647773279 0.2948717948717949 0.5175438596491229 0.17293233082706766 1.0 1.0 0.34911242603550297 0.514 0.0 0.49 0.0 0.5968616621922191 0.527027027027027 0.6902654867256637 0.3644859813084112 0.975 0.9512195121951219 0.5342465753424658 -7.3480000495910645
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 3 0.605 0.0 0.618 0.0 0.7840928396047665 0.8342377898371978 0.6731517509727627 0.8037072243346007 0.7276550998948476 0.8671794871794872 0.6262443438914027 0.597 0.0 0.674 0.0 0.7573651324541445 0.8016032064128257 0.6451612903225806 0.7168458781362007 0.8181818181818182 0.9090909090909091 0.5325443786982249 0.62 0.0 0.608 0.0 0.7515321298051023 0.8032128514056226 0.6423357664233577 0.7633587786259542 0.7096774193548387 0.847457627118644 0.5866666666666667 0.599 0.0 0.78 0.0 0.7627479160678357 0.8 0.6478873239436619 0.6756756756756757 0.9583333333333334 0.9803921568627451 0.48936170212765956 0.686 0.0 0.653 0.0 0.8452807198957731 0.8747346072186837 0.7944250871080138 0.8583333333333333 0.8201438848920863 0.8917748917748918 0.7702702702702703 0.61 0.0 0.637 0.0 0.8457273573200991 0.8846153846153845 0.7580645161290323 0.8646616541353384 0.7966101694915254 0.905511811023622 0.7230769230769231 0.741 0.0 0.663 0.0 0.8452444386534941 0.8625592417061612 0.8220858895705521 0.8504672897196262 0.8375 0.875 0.8072289156626506 -7.3480000495910645
cross-encoder/ms-marco-MiniLM-L-6-v2 3 0.32 0.0 0.311 0.0 0.4150365672133331 0.3690566037735849 0.5167630057803468 0.23241444866920152 0.9400630914826499 0.8956043956043956 0.356317257871662 0.321 0.0 0.333 0.0 0.41471819820946726 0.3852691218130312 0.4894117647058823 0.24372759856630824 0.9454545454545454 0.918918918918919 0.33015873015873015 0.222 0.002 0.236 0.001 0.44436555243115655 0.4069767441860465 0.5233644859813085 0.26717557251908397 0.9032258064516129 0.8536585365853658 0.3684210526315789 0.448 0.0 0.448 0.0 0.38676384381617845 0.3646408839779005 0.4549763033175355 0.22297297297297297 1.0 1.0 0.294478527607362 0.428 0.0 0.426 0.0 0.5469147892097423 0.5045592705167173 0.62004662004662 0.3458333333333333 0.9568345323741008 0.9325842696629213 0.4586206896551724 0.386 0.0 0.403 0.0 0.430602667308839 0.3905325443786982 0.5209302325581395 0.24812030075187969 0.9491525423728814 0.9166666666666666 0.358974358974359 0.534 0.0 0.507 0.0 0.6654817831975611 0.625 0.7196261682242991 0.4672897196261682 0.9625 0.9433962264150944 0.5746268656716418 -5.513000011444092
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 3 0.586 0.0 0.613 0.0 0.787263336810503 0.8467360454115421 0.6556854410201912 0.8507604562737643 0.6487907465825447 0.8427495291902072 0.6627282491944146 0.57 0.0 0.641 0.0 0.7981918782179418 0.8468809073724008 0.674698795180723 0.8028673835125448 0.7636363636363637 0.896 0.60431654676259 0.597 0.0 0.584 0.0 0.772020725388601 0.8320610687022901 0.6451612903225806 0.8320610687022901 0.6451612903225806 0.8320610687022901 0.6451612903225806 0.581 0.0 0.734 0.0 0.822870595429183 0.8614232209737828 0.7039999999999998 0.777027027027027 0.9166666666666666 0.9663865546218487 0.5714285714285714 0.678 0.0 0.658 0.0 0.8197091110459623 0.860082304526749 0.75 0.8708333333333333 0.7338129496402878 0.8495934959349594 0.7669172932330827 0.587 0.0 0.634 0.0 0.8153569892999815 0.8708487084870848 0.6902654867256637 0.8872180451127819 0.6610169491525424 0.855072463768116 0.7222222222222222 0.738 0.0 0.672 0.0 0.8233848695248174 0.8465116279069766 0.7924528301886793 0.8504672897196262 0.7875 0.8425925925925926 0.7974683544303798 -5.513000011444092
cross-encoder/ms-marco-MiniLM-L-12-v2 3 0.261 0.0 0.245 0.0 0.4587647167889393 0.4377622377622377 0.5052307692307693 0.2975285171102662 0.8633017875920084 0.828042328042328 0.3571117877337973 0.269 0.0 0.28 0.0 0.45029313153604794 0.4385026737967915 0.4801980198019802 0.2939068100358423 0.8818181818181818 0.8631578947368421 0.3299319727891156 0.198 0.006 0.182 0.011 0.4871808148734618 0.4787234042553192 0.5050505050505051 0.3435114503816794 0.8064516129032258 0.7894736842105263 0.36764705882352944 0.392 0.0 0.419 0.0 0.4121664951605446 0.3978494623655914 0.45631067961165045 0.25 0.9791666666666666 0.9736842105263158 0.2974683544303797 0.415 0.0 0.406 0.0 0.5780569692117925 0.5470588235294118 0.6315789473684211 0.3875 0.9496402877697842 0.93 0.4731182795698925 0.346 0.0 0.337 0.0 0.48453174700269147 0.4699453551912568 0.5174129353233831 0.3233082706766917 0.8813559322033898 0.86 0.36619718309859156 0.501 0.0 0.501 0.0 0.6798879216965005 0.6369426751592356 0.7373271889400921 0.4672897196261682 1.0 1.0 0.583941605839416 -5.76200008392334
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 3 0.536 0.0 0.552 0.0 0.7435822500149787 0.8004981320049813 0.6176610978520285 0.7637832699619772 0.6803364879074658 0.8409209837781266 0.5655594405594405 0.499 0.0 0.554 0.0 0.7399518575598876 0.7888446215139442 0.6159420289855073 0.7096774193548387 0.7727272727272727 0.8878923766816144 0.5120481927710844 0.516 0.0 0.521 0.0 0.716372717869713 0.7741935483870968 0.5942028985507245 0.732824427480916 0.6612903225806451 0.8205128205128205 0.5394736842105263 0.528 0.0 0.625 0.0 0.7626267213492725 0.8031496062992127 0.6376811594202899 0.6891891891891891 0.9166666666666666 0.9622641509433962 0.4888888888888889 0.643 0.0 0.625 0.0 0.8064970570446098 0.8412017167381974 0.7465753424657534 0.8166666666666667 0.7841726618705036 0.8672566371681416 0.7124183006535948 0.535 0.0 0.565 0.0 0.8020833333333334 0.8571428571428571 0.6779661016949152 0.8571428571428571 0.6779661016949152 0.8571428571428571 0.6779661016949152 0.714 0.0 0.666 0.0 0.8084934538078554 0.82 0.7931034482758621 0.7663551401869159 0.8625 0.8817204301075269 0.7340425531914894 -5.76200008392334
cross-encoder/qnli-distilroberta-base 3 0.079 0.0 0.072 0.0 0.4860482945582117 0.5075268817204301 0.43852889667250433 0.3925855513307985 0.658254468980021 0.7176368375325803 0.328781512605042 -0.011 0.827 -0.029 0.573 0.4901823688538436 0.543859649122807 0.35403726708074534 0.4444444444444444 0.5181818181818182 0.7005649717514124 0.2688679245283019 -0.018 0.801 -0.054 0.456 0.4456441704084404 0.4682926829268293 0.39779005524861877 0.366412213740458 0.5806451612903226 0.6486486486486487 0.3025210084033613 -0.05 0.485 -0.048 0.506 0.5302212772877227 0.6055776892430279 0.2978723404255319 0.5135135135135135 0.4375 0.7378640776699029 0.22580645161290322 0.222 0.0 0.202 0.0 0.5796262148765814 0.5944584382871536 0.5540166204986149 0.49166666666666664 0.7194244604316546 0.7515923566878981 0.45045045045045046 0.062 0.392 0.073 0.312 0.5426862806143627 0.5844748858447488 0.4484848484848485 0.48120300751879697 0.6271186440677966 0.7441860465116279 0.3490566037735849 0.379 0.0 0.326 0.0 0.6221920841881186 0.6067415730337078 0.6428571428571428 0.5046728971962616 0.7875 0.7605633802816901 0.5431034482758621 0.5220000147819519
cross-encoder/qnli-distilroberta-base_mask 3 0.139 0.0 0.144 0.0 0.6089946207729244 0.6971201588877854 0.41402497598463023 0.6673003802281369 0.45320715036803366 0.7297297297297297 0.381078691423519 0.103 0.042 0.122 0.016 0.6160764750052571 0.7024952015355086 0.39688715953307396 0.6559139784946236 0.4636363636363636 0.756198347107438 0.3469387755102041 0.117 0.104 0.129 0.074 0.5933841974854334 0.6582278481012658 0.45637583892617456 0.5954198473282443 0.5483870967741935 0.7358490566037735 0.39080459770114945 0.06 0.405 0.083 0.248 0.6354476062725559 0.7394366197183098 0.3148148148148148 0.7094594594594594 0.3541666666666667 0.7720588235294118 0.2833333333333333 0.239 0.0 0.255 0.0 0.6464011833823993 0.7121535181236675 0.532871972318339 0.6958333333333333 0.5539568345323741 0.7292576419213974 0.5133333333333333 0.106 0.142 0.088 0.223 0.5754564452546543 0.6770428015564202 0.3464566929133858 0.6541353383458647 0.3728813559322034 0.7016129032258065 0.3235294117647059 0.371 0.0 0.406 0.0 0.7223299713125833 0.7547169811320754 0.6790123456790124 0.7476635514018691 0.6875 0.7619047619047619 0.6707317073170732 0.5220000147819519
cross-encoder/qnli-electra-base 3 0.041 0.022 0.079 0.0 0.5169131810816782 0.5584490740740741 0.4250188394875659 0.45865019011406843 0.5930599369085173 0.7137573964497042 0.3311802701115678 0.107 0.036 0.202 0.0 0.5602032235579023 0.620253164556962 0.4078947368421052 0.5268817204301075 0.5636363636363636 0.7538461538461538 0.31958762886597936 -0.001 0.991 0.102 0.159 0.5014732275924175 0.5395348837209302 0.4210526315789474 0.44274809160305345 0.5806451612903226 0.6904761904761905 0.3302752293577982 0.226 0.001 0.295 0.0 0.6147000153444837 0.6872586872586873 0.39097744360902253 0.6013513513513513 0.5416666666666666 0.8018018018018018 0.3058823529411765 0.317 0.0 0.3 0.0 0.6216306372668116 0.6556603773584906 0.562874251497006 0.5791666666666667 0.6762589928057554 0.7554347826086957 0.48205128205128206 0.117 0.106 0.086 0.237 0.563848165848618 0.6329113924050633 0.40816326530612246 0.5639097744360902 0.5084745762711864 0.7211538461538461 0.3409090909090909 0.505 0.0 0.487 0.0 0.6844919786096256 0.6844919786096256 0.6844919786096256 0.5981308411214953 0.8 0.8 0.5981308411214953 0.03700000047683716
cross-encoder/qnli-electra-base_mask 3 0.093 0.0 0.159 0.0 0.5894096823002295 0.6609195402298851 0.43120070113935144 0.6012357414448669 0.5173501577287066 0.7337587006960556 0.36964688204357626 0.08 0.114 0.225 0.0 0.5993301118876935 0.6785009861932939 0.3985239852398524 0.6164874551971327 0.4909090909090909 0.7543859649122807 0.33540372670807456 -0.016 0.822 0.131 0.069 0.578512338631773 0.6440677966101694 0.44 0.5801526717557252 0.532258064516129 0.7238095238095238 0.375 0.182 0.011 0.325 0.0 0.6199859468657091 0.7084870848708487 0.34710743801652894 0.6486486486486487 0.4375 0.7804878048780488 0.2876712328767123 0.209 0.0 0.193 0.0 0.650910271034247 0.7074235807860263 0.5533333333333332 0.675 0.5971223021582733 0.7431192660550459 0.515527950310559 0.041 0.571 0.097 0.18 0.6492236294240111 0.7272727272727272 0.4732824427480916 0.6917293233082706 0.5254237288135594 0.7666666666666667 0.4305555555555556 0.352 0.0 0.272 0.0 0.6540317645052223 0.6829268292682927 0.6153846153846154 0.6542056074766355 0.65 0.7142857142857143 0.5842696629213483 0.03700000047683716
cross-encoder/stsb-TinyBERT-L-4 3 0.431 0.0 0.442 0.0 0.28241367221315067 0.1842445114076625 0.49960390810668065 0.10171102661596958 0.9947423764458465 0.9771689497716894 0.3335684062059238 0.405 0.0 0.418 0.0 0.19567322138016224 0.09523809523809523 0.45041322314049587 0.05017921146953405 0.990909090909091 0.9333333333333333 0.2914438502673797 0.418 0.0 0.433 0.0 0.2466159256117837 0.12765957446808512 0.49795918367346936 0.06870229007633588 0.9838709677419355 0.9 0.3333333333333333 0.397 0.0 0.377 0.0 0.14772212929802325 0.06535947712418301 0.401673640167364 0.033783783783783786 1.0 1.0 0.2513089005235602 0.486 0.0 0.468 0.0 0.35101142363335325 0.22710622710622713 0.5649484536082473 0.12916666666666668 0.9856115107913669 0.9393939393939394 0.3959537572254335 0.408 0.0 0.401 0.0 0.32635617378264437 0.24836601307189543 0.5021645021645021 0.14285714285714285 0.9830508474576272 0.95 0.3372093023255814 0.675 0.0 0.657 0.0 0.38055497073560995 0.19999999999999998 0.6220472440944882 0.11214953271028037 0.9875 0.9230769230769231 0.4540229885057471 0.24899999797344208
cross-encoder/stsb-TinyBERT-L-4_mask 3 0.661 0.0 0.685 0.0 0.8063944773365844 0.8510007412898444 0.7077072224915172 0.8184410646387833 0.7676130389064143 0.8862583633556356 0.6564748201438849 0.624 0.0 0.681 0.0 0.7818737049335239 0.8216432865731462 0.6810035842293907 0.7347670250896058 0.8636363636363636 0.9318181818181818 0.5621301775147929 0.637 0.0 0.68 0.0 0.7787481959921452 0.8166666666666667 0.6986301369863014 0.7480916030534351 0.8225806451612904 0.8990825688073395 0.6071428571428571 0.626 0.0 0.692 0.0 0.7859444529691577 0.8262548262548263 0.6616541353383459 0.722972972972973 0.9166666666666666 0.963963963963964 0.5176470588235295 0.733 0.0 0.747 0.0 0.8396248459798723 0.8715789473684211 0.784452296819788 0.8625 0.7985611510791367 0.8808510638297873 0.7708333333333334 0.659 0.0 0.698 0.0 0.8209756094447339 0.8638132295719845 0.7244094488188977 0.8345864661654135 0.7796610169491526 0.8951612903225806 0.6764705882352942 0.801 0.0 0.8 0.0 0.8604556084318632 0.8807339449541284 0.8333333333333334 0.897196261682243 0.8125 0.8648648648648649 0.8552631578947368 0.24899999797344208
cross-encoder/stsb-distilroberta-base 3 0.475 0.0 0.48 0.0 0.3463228549838589 0.27075664621676887 0.513506139154161 0.157319391634981 0.9894847528916929 0.9706744868035191 0.34672070744288874 0.385 0.0 0.397 0.0 0.2749861572768757 0.19935691318327972 0.4668094218415418 0.1111111111111111 0.990909090909091 0.96875 0.30532212885154064 0.386 0.0 0.428 0.0 0.30544632928762394 0.2054794520547945 0.5166666666666667 0.11450381679389313 1.0 1.0 0.34831460674157305 0.386 0.0 0.34 0.0 0.24785552186433243 0.19393939393939394 0.41409691629955947 0.10810810810810811 0.9791666666666666 0.9411764705882353 0.26256983240223464 0.556 0.0 0.528 0.0 0.43212772332137034 0.3391003460207613 0.5927505330490406 0.20416666666666666 1.0 1.0 0.4212121212121212 0.445 0.0 0.448 0.0 0.4565007716049383 0.4166666666666667 0.5462962962962963 0.2631578947368421 1.0 1.0 0.37579617834394907 0.713 0.0 0.671 0.0 0.40295837408559604 0.23140495867768593 0.6324110671936759 0.1308411214953271 1.0 1.0 0.4624277456647399 0.32100000977516174
cross-encoder/stsb-distilroberta-base_mask 3 0.615 0.0 0.647 0.0 0.7872303100392578 0.8341232227488152 0.6834840552118038 0.7946768060836502 0.7549947423764458 0.8776902887139107 0.6243478260869565 0.61 0.0 0.647 0.0 0.7677745391885231 0.8049281314168377 0.6735395189003436 0.7025089605734767 0.8909090909090909 0.9423076923076923 0.5414364640883977 0.623 0.0 0.659 0.0 0.8083254474609485 0.8442622950819673 0.7323943661971831 0.7862595419847328 0.8387096774193549 0.911504424778761 0.65 0.622 0.0 0.653 0.0 0.7291915026015378 0.7654320987654321 0.6174496644295302 0.6283783783783784 0.9583333333333334 0.9789473684210527 0.45544554455445546 0.718 0.0 0.721 0.0 0.8320652559729523 0.864406779661017 0.7762237762237761 0.85 0.7985611510791367 0.8793103448275862 0.7551020408163265 0.646 0.0 0.654 0.0 0.7926136363636362 0.8484848484848484 0.6666666666666666 0.8421052631578947 0.6779661016949152 0.8549618320610687 0.6557377049180327 0.773 0.0 0.774 0.0 0.8721261021048407 0.8846153846153846 0.8554216867469879 0.8598130841121495 0.8875 0.9108910891089109 0.8255813953488372 0.32100000977516174
cross-encoder/stsb-roberta-base 3 0.457 0.0 0.453 0.0 0.27021674050331945 0.16825672159583693 0.4957939011566772 0.09220532319391635 0.9915878023133544 0.9603960396039604 0.33052926743778477 0.343 0.0 0.356 0.0 0.24458968694867053 0.15841584158415845 0.4631578947368421 0.08602150537634409 1.0 1.0 0.3013698630136986 0.362 0.0 0.396 0.0 0.2194298163874438 0.0875912408759124 0.4979919678714859 0.04580152671755725 1.0 1.0 0.3315508021390374 0.313 0.0 0.285 0.0 0.2677845207813374 0.21686746987951808 0.4247787610619469 0.12162162162162163 1.0 1.0 0.2696629213483146 0.55 0.0 0.535 0.0 0.32152779868374926 0.18181818181818182 0.562753036437247 0.1 1.0 1.0 0.39154929577464787 0.453 0.0 0.465 0.0 0.3465744400527009 0.2727272727272727 0.5130434782608695 0.15789473684210525 1.0 1.0 0.34502923976608185 0.676 0.0 0.648 0.0 0.2904877653540755 0.05454545454545455 0.6060606060606061 0.028037383177570093 1.0 1.0 0.43478260869565216 0.33000001311302185
cross-encoder/stsb-roberta-base_mask 3 0.666 0.0 0.688 0.0 0.8061898752638501 0.852233676975945 0.7043222003929273 0.8250950570342205 0.7539432176656151 0.8812182741116751 0.6608294930875576 0.637 0.0 0.685 0.0 0.7985213279150124 0.8379446640316206 0.6985294117647058 0.7598566308243727 0.8636363636363636 0.933920704845815 0.5864197530864198 0.638 0.0 0.67 0.0 0.76869129580997 0.8083333333333333 0.684931506849315 0.7404580152671756 0.8064516129032258 0.8899082568807339 0.5952380952380952 0.618 0.0 0.7 0.0 0.8278348933558386 0.8646616541353384 0.7142857142857143 0.777027027027027 0.9375 0.9745762711864406 0.5769230769230769 0.741 0.0 0.741 0.0 0.8347912771768423 0.8662420382165604 0.7804878048780487 0.85 0.8057553956834532 0.8831168831168831 0.7567567567567568 0.682 0.0 0.688 0.0 0.8268415629545821 0.8773234200743495 0.7130434782608696 0.8872180451127819 0.6949152542372882 0.8676470588235294 0.7321428571428571 0.787 0.0 0.783 0.0 0.8404033289785887 0.8514851485148515 0.8255813953488372 0.8037383177570093 0.8875 0.9052631578947369 0.7717391304347826 0.33000001311302185
cross-encoder/stsb-roberta-large 3 0.562 0.0 0.546 0.0 0.3476641859458166 0.2719082719082719 0.5152671755725191 0.15779467680608364 0.9936908517350158 0.9822485207100592 0.34781008465218993 0.486 0.0 0.474 0.0 0.3238133520165457 0.2616822429906542 0.4814004376367615 0.15053763440860216 1.0 1.0 0.3170028818443804 0.58 0.0 0.561 0.0 0.323301117113979 0.2297297297297297 0.5210084033613446 0.1297709923664122 1.0 1.0 0.3522727272727273 0.379 0.0 0.35 0.0 0.32559011410407857 0.28901734104046245 0.4383561643835616 0.16891891891891891 1.0 1.0 0.2807017543859649 0.685 0.0 0.679 0.0 0.5135661241686222 0.45161290322580644 0.6205357142857142 0.2916666666666667 1.0 1.0 0.44983818770226536 0.588 0.0 0.57 0.0 0.4342595475300955 0.3878787878787879 0.5388127853881279 0.24060150375939848 1.0 1.0 0.36875 0.807 0.0 0.816 0.0 0.5988125942633147 0.5241379310344827 0.6986899563318777 0.35514018691588783 1.0 1.0 0.5369127516778524 0.2879999876022339
cross-encoder/stsb-roberta-large_mask 3 0.689 0.0 0.717 0.0 0.8262224873361133 0.8704061895551256 0.7284701114488348 0.8555133079847909 0.7560462670872765 0.8858267716535433 0.7028347996089932 0.663 0.0 0.71 0.0 0.8172742154317402 0.8565891472868218 0.7175572519083969 0.7921146953405018 0.8545454545454545 0.9324894514767933 0.618421052631579 0.699 0.0 0.718 0.0 0.8070697957939653 0.848 0.7205882352941176 0.8091603053435115 0.7903225806451613 0.8907563025210085 0.6621621621621622 0.655 0.0 0.716 0.0 0.8278348933558386 0.8646616541353384 0.7142857142857143 0.777027027027027 0.9375 0.9745762711864406 0.5769230769230769 0.779 0.0 0.786 0.0 0.8629998091684318 0.8912133891213389 0.8142857142857144 0.8875 0.8201438848920863 0.8949579831932774 0.8085106382978723 0.705 0.0 0.713 0.0 0.8478304644146327 0.8921933085501859 0.7478260869565218 0.9022556390977443 0.7288135593220338 0.8823529411764706 0.7678571428571429 0.84 0.0 0.846 0.0 0.8773976750334758 0.8899521531100477 0.8606060606060607 0.8691588785046729 0.8875 0.9117647058823529 0.8352941176470589 0.2879999876022339
cross-encoder/quora-distilroberta-base 3 0.296 0.0 0.16 0.0 0.1477981064409932 0.0 0.47478781827259114 0.0 1.0 0.0 0.31129296235679216 0.203 0.0 0.083 0.103 0.12467093570173768 0.0 0.44088176352705416 0.0 1.0 0.0 0.2827763496143959 0.275 0.0 0.167 0.02 0.15621253682820277 0.0 0.4862745098039215 0.0 1.0 0.0 0.32124352331606215 0.124 0.083 -0.076 0.289 0.09635329541652726 0.0 0.39344262295081966 0.0 1.0 0.0 0.24489795918367346 0.19 0.0 0.049 0.342 0.19682969814895937 0.0 0.5366795366795367 0.0 1.0 0.0 0.36675461741424803 0.307 0.0 0.132 0.067 0.14446381142098275 0.0 0.4701195219123506 0.0 1.0 0.0 0.3072916666666667 0.086 0.24 0.01 0.892 0.2563640369324441 0.0 0.599250936329588 0.0 1.0 0.0 0.42780748663101603 0.0
cross-encoder/quora-distilroberta-base_mask 3 0.38 0.0 0.221 0.0 0.1477981064409932 0.0 0.47478781827259114 0.0 1.0 0.0 0.31129296235679216 0.357 0.0 0.246 0.0 0.12467093570173768 0.0 0.44088176352705416 0.0 1.0 0.0 0.2827763496143959 0.369 0.0 0.292 0.0 0.15621253682820277 0.0 0.4862745098039215 0.0 1.0 0.0 0.32124352331606215 0.301 0.0 0.137 0.055 0.09635329541652726 0.0 0.39344262295081966 0.0 1.0 0.0 0.24489795918367346 0.282 0.0 0.104 0.043 0.19682969814895937 0.0 0.5366795366795367 0.0 1.0 0.0 0.36675461741424803 0.337 0.0 0.163 0.024 0.14446381142098275 0.0 0.4701195219123506 0.0 1.0 0.0 0.3072916666666667 0.222 0.002 0.092 0.211 0.2563640369324441 0.0 0.599250936329588 0.0 1.0 0.0 0.42780748663101603 0.0
cross-encoder/quora-roberta-base 3 0.341 0.0 0.297 0.0 0.2805438746952779 0.1823655913978495 0.49775429326287984 0.10076045627376426 0.9905362776025236 0.9592760180995475 0.3323923782639379 0.293 0.0 0.112 0.027 0.31540350535850514 0.2507836990595611 0.47930283224400866 0.14336917562724014 1.0 1.0 0.3151862464183381 0.353 0.0 0.276 0.0 0.2588660731628116 0.14184397163120568 0.5061224489795918 0.07633587786259542 1.0 1.0 0.33879781420765026 0.241 0.001 -0.112 0.117 0.36438954453985734 0.3370786516853933 0.44859813084112143 0.20270270270270271 1.0 1.0 0.2891566265060241 0.285 0.0 0.227 0.0 0.2943913442746675 0.14559386973180075 0.5513078470824949 0.07916666666666666 0.9856115107913669 0.9047619047619048 0.38268156424581007 0.375 0.0 0.356 0.0 0.3294719827586207 0.25 0.5086206896551724 0.14285714285714285 1.0 1.0 0.34104046242774566 0.201 0.006 0.182 0.013 0.2518413883563717 0.0 0.5886792452830188 0.0 0.975 0.0 0.42162162162162165 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 3 0.511 0.0 0.285 0.0 0.7762863385965714 0.8431098696461826 0.6284454244762955 0.8607414448669202 0.5993690851735016 0.8261861313868614 0.660486674391657 0.483 0.0 0.279 0.0 0.8180945926723591 0.8831615120274915 0.6530612244897959 0.921146953405018 0.5818181818181818 0.8481848184818482 0.7441860465116279 0.487 0.0 0.33 0.0 0.7823834196891192 0.8396946564885496 0.6612903225806451 0.8396946564885496 0.6612903225806451 0.8396946564885496 0.6612903225806451 0.451 0.0 0.154 0.031 0.8502125850340135 0.91875 0.638888888888889 0.9932432432432432 0.4791666666666667 0.8546511627906976 0.9583333333333334 0.53 0.0 0.148 0.004 0.69139382252499 0.7885714285714286 0.5236051502145923 0.8625 0.43884892086330934 0.7263157894736842 0.648936170212766 0.469 0.0 0.215 0.003 0.7339153395266532 0.8175182481751824 0.5454545454545454 0.8421052631578947 0.5084745762711864 0.7943262411347518 0.5882352941176471 0.619 0.0 0.104 0.156 0.6487765731993983 0.7569721115537847 0.5040650406504065 0.8878504672897196 0.3875 0.6597222222222222 0.7209302325581395 0.0020000000949949026
cross-encoder/quora-roberta-large 3 0.319 0.0 0.236 0.0 0.1477981064409932 0.0 0.47478781827259114 0.0 1.0 0.0 0.31129296235679216 0.221 0.0 0.127 0.012 0.12467093570173768 0.0 0.44088176352705416 0.0 1.0 0.0 0.2827763496143959 0.308 0.0 0.251 0.0 0.15621253682820277 0.0 0.4862745098039215 0.0 1.0 0.0 0.32124352331606215 0.129 0.071 -0.092 0.199 0.09635329541652726 0.0 0.39344262295081966 0.0 1.0 0.0 0.24489795918367346 0.376 0.0 0.266 0.0 0.19682969814895937 0.0 0.5366795366795367 0.0 1.0 0.0 0.36675461741424803 0.381 0.0 0.288 0.0 0.14446381142098275 0.0 0.4701195219123506 0.0 1.0 0.0 0.3072916666666667 0.396 0.0 0.321 0.0 0.2563640369324441 0.0 0.599250936329588 0.0 1.0 0.0 0.42780748663101603 0.004999999888241291
cross-encoder/quora-roberta-large_mask 3 0.49 0.0 0.283 0.0 0.1477981064409932 0.0 0.47478781827259114 0.0 1.0 0.0 0.31129296235679216 0.469 0.0 0.283 0.0 0.12467093570173768 0.0 0.44088176352705416 0.0 1.0 0.0 0.2827763496143959 0.448 0.0 0.344 0.0 0.15621253682820277 0.0 0.4862745098039215 0.0 1.0 0.0 0.32124352331606215 0.449 0.0 0.107 0.134 0.09635329541652726 0.0 0.39344262295081966 0.0 1.0 0.0 0.24489795918367346 0.583 0.0 0.166 0.001 0.19682969814895937 0.0 0.5366795366795367 0.0 1.0 0.0 0.36675461741424803 0.504 0.0 0.249 0.001 0.14446381142098275 0.0 0.4701195219123506 0.0 1.0 0.0 0.3072916666666667 0.685 0.0 0.073 0.32 0.2563640369324441 0.0 0.599250936329588 0.0 1.0 0.0 0.42780748663101603 0.004999999888241291
all-mpnet-base-v2 4 0.529 0.0 0.531 0.0 0.6654665796057865 0.6306937631394534 0.6829121540312876 0.872093023255814 0.5517744287797763 0.49396267837541163 0.8958168902920284 0.685 0.0 0.639 0.0 0.7533610004122578 0.6165413533834587 0.7959999999999999 0.9010989010989011 0.6815068493150684 0.4685714285714286 0.9567307692307693 0.548 0.0 0.554 0.0 0.7215820275330382 0.6624203821656051 0.7488151658767773 0.896551724137931 0.626984126984127 0.5252525252525253 0.9294117647058824 0.76 0.0 0.711 0.0 0.7840191401756569 0.5504587155963303 0.8304498269896193 0.9090909090909091 0.7228915662650602 0.39473684210526316 0.975609756097561 0.555 0.0 0.582 0.0 0.7435074324715136 0.5663716814159292 0.7941176470588235 0.8205128205128205 0.6923076923076923 0.43243243243243246 0.9310344827586207 0.491 0.0 0.526 0.0 0.6458925585284281 0.5750000000000001 0.673076923076923 0.9019607843137255 0.5263157894736842 0.42201834862385323 0.9333333333333333 0.518 0.0 0.59 0.0 0.8326684487199278 0.5454545454545455 0.8880597014925372 0.6666666666666666 0.85 0.46153846153846156 0.9296875 0.545
all-mpnet-base-v2_mask 4 0.683 0.0 0.69 0.0 0.8199991515709886 0.708874458874459 0.8757505773672056 0.6346899224806202 0.9217306757413709 0.8026960784313726 0.8341399032116146 0.719 0.0 0.732 0.0 0.8614258029523073 0.6976744186046511 0.9124579124579125 0.6593406593406593 0.928082191780822 0.7407407407407407 0.8973509933774835 0.63 0.0 0.666 0.0 0.8173169180349077 0.6972477064220184 0.8725868725868726 0.6551724137931034 0.8968253968253969 0.7450980392156863 0.849624060150376 0.767 0.0 0.784 0.0 0.9026768526356015 0.6984126984126984 0.9432835820895522 0.6666666666666666 0.9518072289156626 0.7333333333333333 0.9349112426035503 0.68 0.0 0.711 0.0 0.861256038647343 0.68 0.9130434782608696 0.6538461538461539 0.9230769230769231 0.7083333333333334 0.9032258064516129 0.616 0.0 0.662 0.0 0.8249967553536665 0.6799999999999999 0.8805970149253732 0.6666666666666666 0.8872180451127819 0.6938775510204082 0.8740740740740741 0.693 0.0 0.73 0.0 0.9010339883613058 0.68 0.943661971830986 0.6296296296296297 0.9571428571428572 0.7391304347826086 0.9305555555555556 0.545
multi-qa-mpnet-base-dot-v1 4 0.509 0.0 0.511 0.0 0.7145635744069574 0.6289926289926291 0.7574946466809422 0.7441860465116279 0.687894992707827 0.5446808510638298 0.8427635497319833 0.664 0.0 0.615 0.0 0.7868385647438282 0.6266094420600858 0.8367729831144466 0.8021978021978022 0.7636986301369864 0.5140845070422535 0.9253112033195021 0.537 0.0 0.543 0.0 0.7681453390951581 0.676470588235294 0.8103448275862069 0.7931034482758621 0.746031746031746 0.5897435897435898 0.8867924528301887 0.747 0.0 0.669 0.0 0.8073208457604667 0.5567010309278351 0.8571428571428572 0.8181818181818182 0.7771084337349398 0.421875 0.9555555555555556 0.575 0.0 0.591 0.0 0.7981063770537457 0.6031746031746031 0.8538011695906434 0.7307692307692307 0.8021978021978022 0.5135135135135135 0.9125 0.482 0.0 0.526 0.0 0.7411401721014492 0.6093749999999999 0.7916666666666666 0.7647058823529411 0.7142857142857143 0.5064935064935064 0.8878504672897196 0.58 0.0 0.603 0.0 0.8569695413712297 0.5901639344262295 0.9084249084249083 0.6666666666666666 0.8857142857142857 0.5294117647058824 0.9323308270676691 0.382
multi-qa-mpnet-base-dot-v1_mask 4 0.659 0.0 0.665 0.0 0.7527276426790015 0.5475234270414994 0.8556789069171649 0.3963178294573643 0.9742343218279047 0.8852813852813853 0.7628473543966502 0.664 0.0 0.68 0.0 0.8036047039183505 0.48780487804878053 0.9020217729393467 0.32967032967032966 0.9931506849315068 0.9375 0.8262108262108262 0.595 0.0 0.627 0.0 0.7629385460774644 0.5365853658536586 0.8671328671328671 0.3793103448275862 0.9841269841269841 0.9166666666666666 0.775 0.707 0.0 0.702 0.0 0.8404693413092654 0.3902439024390244 0.9299719887955181 0.24242424242424243 1.0 1.0 0.8691099476439791 0.658 0.0 0.679 0.0 0.8607257141522434 0.6567164179104477 0.9190140845070423 0.5641025641025641 0.9560439560439561 0.7857142857142857 0.8847457627118644 0.592 0.0 0.627 0.0 0.8158458033855702 0.6172839506172839 0.8919860627177701 0.49019607843137253 0.9624060150375939 0.8333333333333334 0.8311688311688312 0.667 0.0 0.715 0.0 0.909492101541897 0.7169811320754716 0.9466192170818505 0.7037037037037037 0.95 0.7307692307692307 0.9432624113475178 0.382
all-distilroberta-v1 4 0.567 0.0 0.574 0.0 0.6794121184756713 0.6507276507276507 0.6938031591737546 0.9098837209302325 0.5551774428779777 0.5064724919093851 0.9246963562753037 0.684 0.0 0.638 0.0 0.7554670711931207 0.61003861003861 0.8007889546351085 0.8681318681318682 0.6952054794520548 0.47023809523809523 0.9441860465116279 0.563 0.0 0.573 0.0 0.7212745301990154 0.6666666666666667 0.7464114832535885 0.9137931034482759 0.6190476190476191 0.5247524752475248 0.9397590361445783 0.74 0.0 0.686 0.0 0.7860389194293615 0.52 0.8389261744966443 0.7878787878787878 0.7530120481927711 0.3880597014925373 0.946969696969697 0.522 0.0 0.573 0.0 0.7051830334328517 0.5349794238683128 0.7538126361655773 0.8333333333333334 0.6336996336996337 0.3939393939393939 0.9301075268817204 0.51 0.0 0.552 0.0 0.6410806174957119 0.5660377358490566 0.6698564593301436 0.8823529411764706 0.5263157894736842 0.4166666666666667 0.9210526315789473 0.465 0.0 0.526 0.0 0.7677673224978615 0.47619047619047616 0.8240000000000001 0.7407407407407407 0.7357142857142858 0.3508771929824561 0.9363636363636364 0.541
all-distilroberta-v1_mask 4 0.706 0.0 0.715 0.0 0.82392890579941 0.7109634551495018 0.8806038426349497 0.622093023255814 0.9358288770053476 0.8294573643410853 0.8315334773218143 0.727 0.0 0.732 0.0 0.8707338739983324 0.7044025157232704 0.9225700164744647 0.6153846153846154 0.958904109589041 0.8235294117647058 0.8888888888888888 0.644 0.0 0.691 0.0 0.8682174908940707 0.7676767676767676 0.9144981412639405 0.6551724137931034 0.9761904761904762 0.926829268292683 0.8601398601398601 0.766 0.0 0.757 0.0 0.8744372751330619 0.6 0.9289940828402367 0.5454545454545454 0.9457831325301205 0.6666666666666666 0.9127906976744186 0.691 0.0 0.726 0.0 0.8752068337883677 0.7215189873417722 0.9191176470588235 0.7307692307692307 0.9157509157509157 0.7125 0.922509225092251 0.682 0.0 0.71 0.0 0.851855797346342 0.7272727272727272 0.8996282527881041 0.7058823529411765 0.9097744360902256 0.75 0.8897058823529411 0.671 0.0 0.718 0.0 0.9015915780150023 0.711864406779661 0.9381818181818182 0.7777777777777778 0.9214285714285714 0.65625 0.9555555555555556 0.541
all-MiniLM-L12-v2 4 0.534 0.0 0.538 0.0 0.6077077651000035 0.6184586108468125 0.6023140495867769 0.9447674418604651 0.44287797763733594 0.4596888260254597 0.9411157024793388 0.639 0.0 0.58 0.0 0.7026466097625437 0.5622775800711745 0.7463917525773197 0.8681318681318682 0.6198630136986302 0.41578947368421054 0.9378238341968912 0.498 0.0 0.491 0.0 0.6308956328645448 0.6057142857142858 0.6424870466321243 0.9137931034482759 0.49206349206349204 0.452991452991453 0.9253731343283582 0.699 0.0 0.642 0.0 0.7612565281823955 0.49056603773584906 0.8150684931506849 0.7878787878787878 0.7168674698795181 0.3561643835616438 0.9444444444444444 0.532 0.0 0.566 0.0 0.6672234419619155 0.5243445692883896 0.7080459770114943 0.8974358974358975 0.5641025641025641 0.37037037037037035 0.9506172839506173 0.443 0.0 0.499 0.0 0.5851288273389079 0.5517241379310345 0.597938144329897 0.9411764705882353 0.43609022556390975 0.3902439024390244 0.9508196721311475 0.536 0.0 0.577 0.0 0.7443680434606625 0.47311827956989244 0.7966804979253111 0.8148148148148148 0.6857142857142857 0.3333333333333333 0.9504950495049505 0.557
all-MiniLM-L12-v2_mask 4 0.713 0.0 0.721 0.0 0.8372520613535194 0.7394778902503997 0.8863055103464311 0.6724806201550387 0.926592124453087 0.821301775147929 0.8493761140819964 0.699 0.0 0.7 0.0 0.8526389201090496 0.6666666666666667 0.9105960264900662 0.5934065934065934 0.9417808219178082 0.7605633802816901 0.8814102564102564 0.646 0.0 0.669 0.0 0.8537549407114626 0.75 0.9015151515151516 0.6724137931034483 0.9444444444444444 0.8478260869565217 0.8623188405797102 0.713 0.0 0.703 0.0 0.8512481270449611 0.5172413793103449 0.9176470588235294 0.45454545454545453 0.9397590361445783 0.6 0.896551724137931 0.72 0.0 0.745 0.0 0.883970178872712 0.7421383647798742 0.9244935543278086 0.7564102564102564 0.9194139194139194 0.7283950617283951 0.9296296296296296 0.667 0.0 0.705 0.0 0.8637122505606692 0.7524752475247525 0.906367041198502 0.7450980392156863 0.9097744360902256 0.76 0.9029850746268657 0.727 0.0 0.769 0.0 0.9068010904727278 0.7241379310344828 0.9420289855072465 0.7777777777777778 0.9285714285714286 0.6774193548387096 0.9558823529411765 0.557
multi-qa-distilbert-cos-v1 4 0.54 0.0 0.545 0.0 0.5210645039524296 0.588029197080292 0.48746821649110067 0.9757751937984496 0.32620320855614976 0.42081069786878395 0.9640804597701149 0.663 0.0 0.606 0.0 0.6638243863607859 0.551948051948052 0.6986899563318777 0.9340659340659341 0.547945205479452 0.391705069124424 0.963855421686747 0.517 0.0 0.525 0.0 0.5463294631093545 0.5729166666666667 0.5340909090909091 0.9482758620689655 0.373015873015873 0.41044776119402987 0.94 0.743 0.0 0.674 0.0 0.7542936005535136 0.5172413793103449 0.8014184397163121 0.9090909090909091 0.6807228915662651 0.3614457831325301 0.9741379310344828 0.573 0.0 0.579 0.0 0.5910022656165713 0.4882943143812709 0.6203473945409429 0.9358974358974359 0.45787545787545786 0.33031674208144796 0.9615384615384616 0.425 0.0 0.469 0.0 0.44564057455487466 0.49230769230769234 0.4277456647398844 0.9411764705882353 0.2781954887218045 0.3333333333333333 0.925 0.614 0.0 0.639 0.0 0.7192287665471732 0.48076923076923084 0.7652173913043477 0.9259259259259259 0.6285714285714286 0.3246753246753247 0.9777777777777777 0.592
multi-qa-distilbert-cos-v1_mask 4 0.709 0.0 0.718 0.0 0.834536012248809 0.748015873015873 0.877943296492071 0.7306201550387597 0.8881866796305299 0.766260162601626 0.8679334916864608 0.714 0.0 0.716 0.0 0.8543752457444788 0.6857142857142857 0.9069373942470389 0.6593406593406593 0.9178082191780822 0.7142857142857143 0.8963210702341137 0.659 0.0 0.696 0.0 0.8344057358213072 0.7272727272727274 0.8837209302325582 0.6896551724137931 0.9047619047619048 0.7692307692307693 0.8636363636363636 0.727 0.0 0.708 0.0 0.8735941198252757 0.6153846153846154 0.924924924924925 0.6060606060606061 0.927710843373494 0.625 0.9221556886227545 0.704 0.0 0.729 0.0 0.8811356703120009 0.7485380116959064 0.9190207156308852 0.8205128205128205 0.8937728937728938 0.6881720430107527 0.9457364341085271 0.651 0.0 0.68 0.0 0.8552838066947835 0.7476635514018691 0.896551724137931 0.7843137254901961 0.8796992481203008 0.7142857142857143 0.9140625 0.706 0.0 0.76 0.0 0.9099024173874473 0.75 0.9407407407407407 0.8888888888888888 0.9071428571428571 0.6486486486486487 0.9769230769230769 0.592
all-MiniLM-L6-v2 4 0.554 0.0 0.56 0.0 0.6009628665031245 0.619330622458555 0.5917477356591748 0.9593023255813954 0.42877977637335923 0.45727482678983833 0.9545454545454546 0.665 0.0 0.607 0.0 0.672745860802784 0.5423728813559322 0.7133757961783439 0.8791208791208791 0.5753424657534246 0.39215686274509803 0.9385474860335196 0.523 0.0 0.534 0.0 0.5900812005344845 0.5777777777777777 0.5957446808510638 0.896551724137931 0.4444444444444444 0.4262295081967213 0.9032258064516129 0.743 0.0 0.674 0.0 0.7410140269638251 0.48695652173913045 0.7915194346289752 0.8484848484848485 0.6746987951807228 0.34146341463414637 0.9572649572649573 0.531 0.0 0.554 0.0 0.6130568974771873 0.4930555555555556 0.6473429951690821 0.9102564102564102 0.4908424908424908 0.3380952380952381 0.950354609929078 0.5 0.0 0.521 0.0 0.5496336101612115 0.5280898876404494 0.5578947368421052 0.9215686274509803 0.39849624060150374 0.3700787401574803 0.9298245614035088 0.502 0.0 0.526 0.0 0.6768372346216659 0.43636363636363634 0.7232142857142858 0.8888888888888888 0.5785714285714286 0.2891566265060241 0.9642857142857143 0.568
all-MiniLM-L6-v2_mask 4 0.712 0.0 0.724 0.0 0.840692506504699 0.7453482190324295 0.8885268792180592 0.6792635658914729 0.9280505590666018 0.8256772673733804 0.8522321428571429 0.691 0.0 0.7 0.0 0.8526389201090496 0.6666666666666667 0.9105960264900662 0.5934065934065934 0.9417808219178082 0.7605633802816901 0.8814102564102564 0.646 0.0 0.678 0.0 0.8425053207661904 0.7307692307692308 0.8939393939393939 0.6551724137931034 0.9365079365079365 0.8260869565217391 0.855072463768116 0.693 0.0 0.687 0.0 0.8618732608274637 0.5517241379310344 0.9235294117647058 0.48484848484848486 0.9457831325301205 0.64 0.9022988505747126 0.714 0.0 0.731 0.0 0.8828298267697656 0.746987951807229 0.9216417910447762 0.7948717948717948 0.9047619047619048 0.7045454545454546 0.9391634980988594 0.685 0.0 0.71 0.0 0.854520227664549 0.7428571428571428 0.8973384030418251 0.7647058823529411 0.8872180451127819 0.7222222222222222 0.9076923076923077 0.702 0.0 0.743 0.0 0.9141817248227377 0.7540983606557378 0.945054945054945 0.8518518518518519 0.9214285714285714 0.6764705882352942 0.9699248120300752 0.568
multi-qa-MiniLM-L6-cos-v1 4 0.532 0.0 0.539 0.0 0.5600146375053611 0.6016898008449004 0.5391061452513967 0.9660852713178295 0.37530384054448224 0.436897458369851 0.9566294919454771 0.653 0.0 0.6 0.0 0.652394412898536 0.5280528052805281 0.6911447084233261 0.8791208791208791 0.547945205479452 0.37735849056603776 0.935672514619883 0.497 0.0 0.517 0.0 0.5395929694727105 0.5531914893617023 0.5333333333333333 0.896551724137931 0.38095238095238093 0.4 0.8888888888888888 0.73 0.0 0.667 0.0 0.7410140269638251 0.48695652173913045 0.7915194346289752 0.8484848484848485 0.6746987951807228 0.34146341463414637 0.9572649572649573 0.593 0.0 0.598 0.0 0.6023693727397431 0.4983164983164982 0.6320987654320988 0.9487179487179487 0.46886446886446886 0.3378995433789954 0.9696969696969697 0.485 0.0 0.518 0.0 0.4921939680662329 0.5157894736842105 0.48314606741573024 0.9607843137254902 0.3233082706766917 0.35251798561151076 0.9555555555555556 0.61 0.0 0.628 0.0 0.7033690862747313 0.4672897196261682 0.748898678414097 0.9259259259259259 0.6071428571428571 0.3125 0.9770114942528736 0.576
multi-qa-MiniLM-L6-cos-v1_mask 4 0.701 0.0 0.714 0.0 0.8361932189685708 0.74435318275154 0.8822695035460993 0.7025193798449613 0.9071463296062227 0.7914847161572053 0.8587206626783249 0.677 0.0 0.694 0.0 0.8417053467107917 0.650887573964497 0.9011725293132328 0.6043956043956044 0.9212328767123288 0.7051282051282052 0.8819672131147541 0.609 0.0 0.679 0.0 0.8496195827319986 0.7476635514018692 0.896551724137931 0.6896551724137931 0.9285714285714286 0.8163265306122449 0.8666666666666667 0.696 0.0 0.673 0.0 0.8349659202309552 0.4838709677419355 0.9047619047619048 0.45454545454545453 0.9156626506024096 0.5172413793103449 0.8941176470588236 0.74 0.0 0.749 0.0 0.8884093588283482 0.7590361445783131 0.9253731343283582 0.8076923076923077 0.9084249084249084 0.7159090909090909 0.9429657794676806 0.701 0.0 0.72 0.0 0.8536963291572751 0.7378640776699028 0.8981132075471697 0.7450980392156863 0.8947368421052632 0.7307692307692307 0.9015151515151515 0.726 0.0 0.772 0.0 0.9264233788616755 0.7936507936507936 0.9520295202952028 0.9259259259259259 0.9214285714285714 0.6944444444444444 0.9847328244274809 0.576
paraphrase-multilingual-mpnet-base-v2 4 0.586 0.0 0.577 0.0 0.6307493407181377 0.6315449256625727 0.6303501945525292 0.9467054263565892 0.4725328147788041 0.47381183317167797 0.9464459591041869 0.667 0.0 0.612 0.0 0.7196577652727416 0.5766423357664233 0.7642276422764229 0.8681318681318682 0.6438356164383562 0.43169398907103823 0.94 0.55 0.0 0.556 0.0 0.6426373074023238 0.6127167630057805 0.6564102564102564 0.9137931034482759 0.5079365079365079 0.4608695652173913 0.927536231884058 0.731 0.0 0.663 0.0 0.7819240885562593 0.5148514851485149 0.835016835016835 0.7878787878787878 0.7469879518072289 0.38235294117647056 0.9465648854961832 0.617 0.0 0.615 0.0 0.7364237639231539 0.5774058577405857 0.7818574514038876 0.8846153846153846 0.663003663003663 0.42857142857142855 0.9526315789473684 0.503 0.0 0.519 0.0 0.555918120893409 0.5310734463276836 0.5654450261780104 0.9215686274509803 0.40601503759398494 0.373015873015873 0.9310344827586207 0.649 0.0 0.693 0.0 0.8975843379654352 0.7096774193548386 0.9338235294117646 0.8148148148148148 0.9071428571428571 0.6285714285714286 0.9621212121212122 0.446
paraphrase-multilingual-mpnet-base-v2_mask 4 0.729 0.0 0.732 0.0 0.8410783961155749 0.7472295514511873 0.888162502918515 0.686046511627907 0.9246475449684006 0.8203939745075318 0.8544474393530997 0.678 0.0 0.691 0.0 0.8628461899714776 0.6874999999999999 0.9174917491749175 0.6043956043956044 0.952054794520548 0.7971014492753623 0.8853503184713376 0.624 0.0 0.677 0.0 0.8425053207661904 0.7307692307692308 0.8939393939393939 0.6551724137931034 0.9365079365079365 0.8260869565217391 0.855072463768116 0.692 0.0 0.681 0.0 0.881192722173944 0.6071428571428571 0.935672514619883 0.5151515151515151 0.963855421686747 0.7391304347826086 0.9090909090909091 0.739 0.0 0.757 0.0 0.8926916769167691 0.7624999999999998 0.9298892988929889 0.782051282051282 0.9230769230769231 0.7439024390243902 0.9368029739776952 0.692 0.0 0.701 0.0 0.870325326847066 0.7692307692307692 0.9090909090909091 0.7843137254901961 0.9022556390977443 0.7547169811320755 0.916030534351145 0.735 0.0 0.791 0.0 0.9173631154956275 0.75 0.9496402877697843 0.7777777777777778 0.9428571428571428 0.7241379310344828 0.9565217391304348 0.446
paraphrase-albert-small-v2 4 0.539 0.0 0.536 0.0 0.5090184770078194 0.5841526894158473 0.47132352941176464 0.9786821705426356 0.31161886242100145 0.416323165704864 0.9668174962292609 0.646 0.0 0.582 0.0 0.6290541260932982 0.5325077399380804 0.6591422121896162 0.945054945054945 0.5 0.3706896551724138 0.9668874172185431 0.493 0.0 0.486 0.0 0.5026086956521738 0.5599999999999999 0.47619047619047616 0.9655172413793104 0.31746031746031744 0.39436619718309857 0.9523809523809523 0.745 0.0 0.659 0.0 0.7239621611382856 0.4878048780487804 0.7709090909090909 0.9090909090909091 0.6385542168674698 0.3333333333333333 0.9724770642201835 0.561 0.0 0.547 0.0 0.5818763796909493 0.48344370860927155 0.61 0.9358974358974359 0.4468864468864469 0.32589285714285715 0.9606299212598425 0.453 0.0 0.466 0.0 0.4495702730030334 0.5 0.43023255813953487 0.9607843137254902 0.2781954887218045 0.33793103448275863 0.9487179487179487 0.569 0.0 0.579 0.0 0.6982777245905407 0.45283018867924524 0.7456140350877192 0.8888888888888888 0.6071428571428571 0.3037974683544304 0.9659090909090909 0.587
paraphrase-albert-small-v2_mask 4 0.695 0.0 0.694 0.0 0.8155824768440073 0.7361682670324646 0.8554247055875719 0.7800387596899225 0.8298492950899368 0.696969696969697 0.8826266804550155 0.659 0.0 0.661 0.0 0.824365966596627 0.6382978723404256 0.8823529411764706 0.6593406593406593 0.8732876712328768 0.6185567010309279 0.8916083916083916 0.599 0.0 0.639 0.0 0.8218324522056072 0.7226890756302522 0.8674698795180722 0.7413793103448276 0.8571428571428571 0.7049180327868853 0.8780487804878049 0.687 0.0 0.648 0.0 0.8271421864177504 0.49275362318840576 0.8936170212765958 0.5151515151515151 0.8855421686746988 0.4722222222222222 0.901840490797546 0.695 0.0 0.71 0.0 0.8705243591658136 0.7283236994219653 0.9111531190926275 0.8076923076923077 0.8827838827838828 0.6631578947368421 0.94140625 0.648 0.0 0.659 0.0 0.8261814744801512 0.7130434782608696 0.8695652173913043 0.803921568627451 0.8270676691729323 0.640625 0.9166666666666666 0.665 0.0 0.735 0.0 0.9184509541636368 0.7586206896551724 0.9492753623188407 0.8148148148148148 0.9357142857142857 0.7096774193548387 0.9632352941176471 0.587
paraphrase-multilingual-MiniLM-L12-v2 4 0.605 0.0 0.589 0.0 0.648045494730331 0.6469824789097988 0.648578811369509 0.9660852713178295 0.48808945065629555 0.48634146341463413 0.9663137632338787 0.662 0.0 0.619 0.0 0.7121732233179258 0.5824561403508771 0.7525987525987525 0.9120879120879121 0.6198630136986302 0.42783505154639173 0.9576719576719577 0.545 0.0 0.526 0.0 0.6210486568130327 0.6153846153846154 0.6236559139784946 0.9655172413793104 0.4603174603174603 0.45161290322580644 0.9666666666666667 0.744 0.0 0.686 0.0 0.7825532136575589 0.5242718446601942 0.8338983050847458 0.8181818181818182 0.7409638554216867 0.38571428571428573 0.9534883720930233 0.613 0.0 0.606 0.0 0.7208423267191634 0.563265306122449 0.7658643326039388 0.8846153846153846 0.6410256410256411 0.41317365269461076 0.9510869565217391 0.507 0.0 0.522 0.0 0.5666188890646522 0.5423728813559321 0.5759162303664922 0.9411764705882353 0.41353383458646614 0.38095238095238093 0.9482758620689655 0.628 0.0 0.651 0.0 0.8562410782150868 0.6176470588235294 0.9022556390977443 0.7777777777777778 0.8571428571428571 0.5121951219512195 0.9523809523809523 0.493
paraphrase-multilingual-MiniLM-L12-v2_mask 4 0.718 0.0 0.717 0.0 0.8424185045744882 0.7539804827940421 0.8867879933821792 0.7112403100775194 0.9120077783179388 0.8021857923497268 0.8629254829806807 0.667 0.0 0.683 0.0 0.8666217891518131 0.6993865030674847 0.9187396351575456 0.6263736263736264 0.9486301369863014 0.7916666666666666 0.8906752411575563 0.579 0.0 0.622 0.0 0.8598548362972235 0.761904761904762 0.9049429657794676 0.6896551724137931 0.9444444444444444 0.851063829787234 0.8686131386861314 0.713 0.0 0.717 0.0 0.8724983946099666 0.5862068965517241 0.9294117647058823 0.5151515151515151 0.9518072289156626 0.68 0.9080459770114943 0.726 0.0 0.742 0.0 0.8834557224202524 0.7388535031847134 0.9247706422018349 0.7435897435897436 0.9230769230769231 0.7341772151898734 0.9264705882352942 0.677 0.0 0.699 0.0 0.8536963291572751 0.7378640776699028 0.8981132075471697 0.7450980392156863 0.8947368421052632 0.7307692307692307 0.9015151515151515 0.711 0.0 0.757 0.0 0.9161676646706587 0.7407407407407407 0.9500000000000001 0.7407407407407407 0.95 0.7407407407407407 0.95 0.493
paraphrase-MiniLM-L3-v2 4 0.507 0.0 0.508 0.0 0.5272227700666801 0.5868475375995281 0.49730893433799794 0.9641472868217055 0.33689839572192515 0.42178889359898264 0.9493150684931507 0.639 0.0 0.58 0.0 0.6387569347795248 0.5256410256410257 0.6740088105726872 0.9010989010989011 0.523972602739726 0.37104072398190047 0.9444444444444444 0.508 0.0 0.49 0.0 0.505427678317704 0.5555555555555556 0.4823529411764706 0.9482758620689655 0.3253968253968254 0.39285714285714285 0.9318181818181818 0.711 0.0 0.641 0.0 0.7364882231766691 0.4736842105263157 0.7887323943661971 0.8181818181818182 0.6746987951807228 0.3333333333333333 0.9491525423728814 0.524 0.0 0.524 0.0 0.507096160380564 0.4525993883792049 0.5226666666666667 0.9487179487179487 0.358974358974359 0.2971887550200803 0.9607843137254902 0.407 0.0 0.446 0.0 0.47824542984189716 0.5104166666666666 0.4659090909090909 0.9607843137254902 0.3082706766917293 0.3475177304964539 0.9534883720930233 0.583 0.0 0.568 0.0 0.5401257785935667 0.3703703703703704 0.5728643216080402 0.9259259259259259 0.40714285714285714 0.23148148148148148 0.9661016949152542 0.579
paraphrase-MiniLM-L3-v2_mask 4 0.685 0.0 0.698 0.0 0.8225571871210882 0.7190775681341719 0.8744730679156909 0.6647286821705426 0.9076324744773943 0.7831050228310502 0.8436511522819702 0.63 0.0 0.644 0.0 0.8336258186020632 0.6153846153846154 0.9016393442622952 0.5274725274725275 0.9417808219178082 0.7384615384615385 0.8647798742138365 0.555 0.0 0.597 0.0 0.8200060808756461 0.6923076923076923 0.8787878787878787 0.6206896551724138 0.9206349206349206 0.782608695652174 0.8405797101449275 0.663 0.0 0.646 0.0 0.8432022272322038 0.46153846153846156 0.9190751445086706 0.36363636363636365 0.9578313253012049 0.631578947368421 0.8833333333333333 0.71 0.0 0.716 0.0 0.8574459680604932 0.6909090909090909 0.9050279329608938 0.7307692307692307 0.8901098901098901 0.6551724137931034 0.9204545454545454 0.669 0.0 0.693 0.0 0.8338443706495662 0.7102803738317757 0.8812260536398469 0.7450980392156863 0.8646616541353384 0.6785714285714286 0.8984375 0.688 0.0 0.714 0.0 0.8835013630909097 0.6551724137931035 0.9275362318840579 0.7037037037037037 0.9142857142857143 0.6129032258064516 0.9411764705882353 0.579
distiluse-base-multilingual-cased-v1 4 0.57 0.0 0.574 0.0 0.5335560695032808 0.5925707547169811 0.5039483129935391 0.9738372093023255 0.3412736995624696 0.4258474576271186 0.9629629629629629 0.653 0.0 0.613 0.0 0.6462595358013994 0.5337620578778135 0.6813186813186813 0.9120879120879121 0.5308219178082192 0.37727272727272726 0.950920245398773 0.54 0.0 0.565 0.0 0.5329294115828683 0.5670103092783504 0.5172413793103449 0.9482758620689655 0.35714285714285715 0.40441176470588236 0.9375 0.703 0.0 0.634 0.0 0.7324587166143705 0.4786324786324786 0.7829181494661923 0.8484848484848485 0.6626506024096386 0.3333333333333333 0.9565217391304348 0.551 0.0 0.578 0.0 0.5380059579779942 0.47352024922118385 0.5564304461942258 0.9743589743589743 0.3882783882783883 0.31275720164609055 0.9814814814814815 0.443 0.0 0.492 0.0 0.49632086743033654 0.5235602094240838 0.48587570621468923 0.9803921568627451 0.3233082706766917 0.35714285714285715 0.9772727272727273 0.598 0.0 0.653 0.0 0.5824586121873899 0.39999999999999997 0.6176470588235294 0.9629629629629629 0.45 0.2524271844660194 0.984375 0.617
distiluse-base-multilingual-cased-v1_mask 4 0.682 0.0 0.704 0.0 0.8149801355660169 0.6919592298980748 0.8766999093381687 0.5920542635658915 0.9402041808458921 0.832425068119891 0.8212314225053079 0.652 0.0 0.672 0.0 0.8581851325326151 0.6709677419354838 0.916530278232406 0.5714285714285714 0.958904109589041 0.8125 0.877742946708464 0.6 0.0 0.642 0.0 0.8425053207661904 0.7307692307692308 0.8939393939393939 0.6551724137931034 0.9365079365079365 0.8260869565217391 0.855072463768116 0.681 0.0 0.657 0.0 0.869923443288659 0.5490196078431373 0.9337175792507205 0.42424242424242425 0.9759036144578314 0.7777777777777778 0.8950276243093923 0.705 0.0 0.718 0.0 0.8581895838504179 0.6835443037974683 0.9080882352941176 0.6923076923076923 0.9047619047619048 0.675 0.9114391143911439 0.67 0.0 0.7 0.0 0.8395256916996047 0.6818181818181819 0.9 0.5882352941176471 0.9473684210526315 0.8108108108108109 0.8571428571428571 0.721 0.0 0.755 0.0 0.8793270601653835 0.6857142857142857 0.9166666666666667 0.8888888888888888 0.8642857142857143 0.5581395348837209 0.9758064516129032 0.617
distiluse-base-multilingual-cased-v2 4 0.569 0.0 0.573 0.0 0.40573496400969783 0.5521903731746891 0.332258064516129 0.9893410852713178 0.20029168692270297 0.38297074268567144 0.9739952718676123 0.658 0.0 0.618 0.0 0.553810771229374 0.4885057471264368 0.5741626794258373 0.9340659340659341 0.410958904109589 0.33073929961089493 0.9523809523809523 0.562 0.0 0.588 0.0 0.4123493405691929 0.5283018867924528 0.358974358974359 0.9655172413793104 0.2222222222222222 0.36363636363636365 0.9333333333333333 0.704 0.0 0.63 0.0 0.6565511662488465 0.4264705882352941 0.7022900763358779 0.8787878787878788 0.5542168674698795 0.2815533980582524 0.9583333333333334 0.548 0.0 0.572 0.0 0.35771553882329077 0.41823056300268097 0.3404255319148936 1.0 0.20512820512820512 0.26440677966101694 1.0 0.442 0.0 0.492 0.0 0.38799621928166356 0.4927536231884058 0.34782608695652173 1.0 0.21052631578947367 0.3269230769230769 1.0 0.602 0.0 0.639 0.0 0.3320347257292644 0.3253012048192771 0.33333333333333337 1.0 0.2 0.19424460431654678 1.0 0.673
distiluse-base-multilingual-cased-v2_mask 4 0.687 0.0 0.708 0.0 0.8286683587935157 0.7447013487475915 0.870794734275963 0.749031007751938 0.8682547399124939 0.7404214559386973 0.8733496332518338 0.663 0.0 0.693 0.0 0.8283166934473061 0.641304347826087 0.8865979381443299 0.6483516483516484 0.8835616438356164 0.6344086021505376 0.8896551724137931 0.628 0.0 0.681 0.0 0.8319061176327763 0.735042735042735 0.8764940239043826 0.7413793103448276 0.873015873015873 0.7288135593220338 0.88 0.675 0.0 0.658 0.0 0.8251674569809865 0.4776119402985075 0.8942598187311178 0.48484848484848486 0.891566265060241 0.47058823529411764 0.896969696969697 0.711 0.0 0.723 0.0 0.8587301587301587 0.7142857142857143 0.9 0.8333333333333334 0.8571428571428571 0.625 0.9473684210526315 0.684 0.0 0.703 0.0 0.8609903381642512 0.7592592592592592 0.9 0.803921568627451 0.8796992481203008 0.7192982456140351 0.9212598425196851 0.735 0.0 0.763 0.0 0.8593623563683445 0.6486486486486487 0.9 0.8888888888888888 0.8357142857142857 0.5106382978723404 0.975 0.673
multi-qa-MiniLM-L6-dot-v1 4 0.467 0.0 0.479 0.0 0.6397182827775116 0.6112066002062565 0.6540226368920159 0.8614341085271318 0.5196888672824501 0.47362812999467235 0.8820132013201321 0.605 0.0 0.556 0.0 0.714782996590459 0.562962962962963 0.7620967741935485 0.8351648351648352 0.6472602739726028 0.4245810055865922 0.9264705882352942 0.457 0.0 0.464 0.0 0.6403539253873004 0.5903614457831325 0.6633663366336633 0.8448275862068966 0.5317460317460317 0.4537037037037037 0.881578947368421 0.691 0.0 0.608 0.0 0.7784086576261737 0.5192307692307692 0.8299319727891157 0.8181818181818182 0.7349397590361446 0.38028169014084506 0.953125 0.473 0.0 0.486 0.0 0.6655259911073865 0.5038759689922481 0.7117117117117118 0.8333333333333334 0.5787545787545788 0.3611111111111111 0.9239766081871345 0.369 0.0 0.408 0.0 0.5928544627362694 0.5185185185185186 0.6213592233009708 0.8235294117647058 0.48120300751879697 0.3783783783783784 0.8767123287671232 0.463 0.0 0.492 0.0 0.7396750616414229 0.4791666666666667 0.7899159663865546 0.8518518518518519 0.6714285714285714 0.3333333333333333 0.9591836734693877 0.281
multi-qa-MiniLM-L6-dot-v1_mask 4 0.552 0.0 0.573 0.0 0.7710731948272703 0.6415678184631253 0.8360462373201227 0.6027131782945736 0.8614487117160914 0.6857772877618522 0.8120989917506874 0.545 0.0 0.563 0.0 0.7880665043927215 0.5064935064935066 0.8758169934640524 0.42857142857142855 0.9178082191780822 0.6190476190476191 0.8375 0.517 0.0 0.551 0.0 0.7951735141603511 0.6605504587155964 0.8571428571428571 0.6206896551724138 0.8809523809523809 0.7058823529411765 0.8345864661654135 0.526 0.0 0.506 0.0 0.7641208877247426 0.13333333333333333 0.8895184135977336 0.09090909090909091 0.9457831325301205 0.25 0.839572192513369 0.587 0.0 0.593 0.0 0.8256515775034294 0.617283950617284 0.8851851851851851 0.6410256410256411 0.8754578754578755 0.5952380952380952 0.8951310861423221 0.444 0.0 0.486 0.0 0.7575337127742484 0.5714285714285715 0.8288973384030418 0.5882352941176471 0.8195488721804511 0.5555555555555556 0.8384615384615385 0.622 0.0 0.663 0.0 0.900331201552813 0.7017543859649122 0.9386281588447654 0.7407407407407407 0.9285714285714286 0.6666666666666666 0.948905109489051 0.281
multi-qa-distilbert-dot-v1 4 0.517 0.0 0.528 0.0 0.6757444197136238 0.6264096034921789 0.7004957713619131 0.8343023255813954 0.5838599902771026 0.5014560279557367 0.8753644314868805 0.645 0.0 0.588 0.0 0.7453449600775004 0.5849802371541502 0.7953216374269007 0.8131868131868132 0.6986301369863014 0.4567901234567901 0.9230769230769231 0.535 0.0 0.542 0.0 0.7008296624064159 0.632258064516129 0.732394366197183 0.8448275862068966 0.6190476190476191 0.5051546391752577 0.896551724137931 0.695 0.0 0.61 0.0 0.7853102245923497 0.5102040816326531 0.8400000000000001 0.7575757575757576 0.7590361445783133 0.38461538461538464 0.9402985074626866 0.539 0.0 0.557 0.0 0.7603201577106354 0.5727699530516432 0.8139059304703475 0.782051282051282 0.7289377289377289 0.45185185185185184 0.9212962962962963 0.392 0.0 0.443 0.0 0.6375734180488345 0.5454545454545454 0.6728971962616822 0.8235294117647058 0.5413533834586466 0.4077669902912621 0.8888888888888888 0.564 0.0 0.621 0.0 0.8784366551950029 0.6440677966101694 0.9236363636363636 0.7037037037037037 0.9071428571428571 0.59375 0.9407407407407408 0.476
multi-qa-distilbert-dot-v1_mask 4 0.642 0.0 0.659 0.0 0.7594315009667642 0.5643044619422573 0.8573270305113879 0.4166666666666667 0.9698590179873602 0.8739837398373984 0.7681940700808625 0.658 0.0 0.66 0.0 0.789242264496599 0.4462809917355372 0.896124031007752 0.2967032967032967 0.9897260273972602 0.9 0.8186968838526912 0.604 0.0 0.619 0.0 0.7657758143061265 0.5476190476190476 0.8661971830985915 0.39655172413793105 0.9761904761904762 0.8846153846153846 0.7784810126582279 0.686 0.0 0.66 0.0 0.8030148496469017 0.21621621621621626 0.9196675900277007 0.12121212121212122 1.0 1.0 0.8512820512820513 0.661 0.0 0.687 0.0 0.8608504490923936 0.639344262295082 0.9241379310344827 0.5 0.9816849816849816 0.8863636363636364 0.8729641693811075 0.554 0.0 0.607 0.0 0.7992412115002883 0.5714285714285715 0.88659793814433 0.43137254901960786 0.9699248120300752 0.8461538461538461 0.8164556962025317 0.66 0.0 0.739 0.0 0.9285705405797403 0.7555555555555556 0.9619377162629759 0.6296296296296297 0.9928571428571429 0.9444444444444444 0.9328859060402684 0.476
multi-qa-mpnet-base-dot-v1 4 0.509 0.0 0.511 0.0 0.7145635744069574 0.6289926289926291 0.7574946466809422 0.7441860465116279 0.687894992707827 0.5446808510638298 0.8427635497319833 0.664 0.0 0.615 0.0 0.7868385647438282 0.6266094420600858 0.8367729831144466 0.8021978021978022 0.7636986301369864 0.5140845070422535 0.9253112033195021 0.537 0.0 0.543 0.0 0.7681453390951581 0.676470588235294 0.8103448275862069 0.7931034482758621 0.746031746031746 0.5897435897435898 0.8867924528301887 0.747 0.0 0.669 0.0 0.8073208457604667 0.5567010309278351 0.8571428571428572 0.8181818181818182 0.7771084337349398 0.421875 0.9555555555555556 0.575 0.0 0.591 0.0 0.7981063770537457 0.6031746031746031 0.8538011695906434 0.7307692307692307 0.8021978021978022 0.5135135135135135 0.9125 0.482 0.0 0.526 0.0 0.7411401721014492 0.6093749999999999 0.7916666666666666 0.7647058823529411 0.7142857142857143 0.5064935064935064 0.8878504672897196 0.58 0.0 0.603 0.0 0.8569695413712297 0.5901639344262295 0.9084249084249083 0.6666666666666666 0.8857142857142857 0.5294117647058824 0.9323308270676691 0.382
multi-qa-mpnet-base-dot-v1_mask 4 0.659 0.0 0.665 0.0 0.7527276426790015 0.5475234270414994 0.8556789069171649 0.3963178294573643 0.9742343218279047 0.8852813852813853 0.7628473543966502 0.664 0.0 0.68 0.0 0.8036047039183505 0.48780487804878053 0.9020217729393467 0.32967032967032966 0.9931506849315068 0.9375 0.8262108262108262 0.595 0.0 0.627 0.0 0.7629385460774644 0.5365853658536586 0.8671328671328671 0.3793103448275862 0.9841269841269841 0.9166666666666666 0.775 0.707 0.0 0.702 0.0 0.8404693413092654 0.3902439024390244 0.9299719887955181 0.24242424242424243 1.0 1.0 0.8691099476439791 0.658 0.0 0.679 0.0 0.8607257141522434 0.6567164179104477 0.9190140845070423 0.5641025641025641 0.9560439560439561 0.7857142857142857 0.8847457627118644 0.592 0.0 0.627 0.0 0.8158458033855702 0.6172839506172839 0.8919860627177701 0.49019607843137253 0.9624060150375939 0.8333333333333334 0.8311688311688312 0.667 0.0 0.715 0.0 0.909492101541897 0.7169811320754716 0.9466192170818505 0.7037037037037037 0.95 0.7307692307692307 0.9432624113475178 0.382
multi-qa-MiniLM-L6-cos-v1 4 0.532 0.0 0.539 0.0 0.5600146375053611 0.6016898008449004 0.5391061452513967 0.9660852713178295 0.37530384054448224 0.436897458369851 0.9566294919454771 0.653 0.0 0.6 0.0 0.652394412898536 0.5280528052805281 0.6911447084233261 0.8791208791208791 0.547945205479452 0.37735849056603776 0.935672514619883 0.497 0.0 0.517 0.0 0.5395929694727105 0.5531914893617023 0.5333333333333333 0.896551724137931 0.38095238095238093 0.4 0.8888888888888888 0.73 0.0 0.667 0.0 0.7410140269638251 0.48695652173913045 0.7915194346289752 0.8484848484848485 0.6746987951807228 0.34146341463414637 0.9572649572649573 0.593 0.0 0.598 0.0 0.6023693727397431 0.4983164983164982 0.6320987654320988 0.9487179487179487 0.46886446886446886 0.3378995433789954 0.9696969696969697 0.485 0.0 0.518 0.0 0.4921939680662329 0.5157894736842105 0.48314606741573024 0.9607843137254902 0.3233082706766917 0.35251798561151076 0.9555555555555556 0.61 0.0 0.628 0.0 0.7033690862747313 0.4672897196261682 0.748898678414097 0.9259259259259259 0.6071428571428571 0.3125 0.9770114942528736 0.576
multi-qa-MiniLM-L6-cos-v1_mask 4 0.701 0.0 0.714 0.0 0.8361932189685708 0.74435318275154 0.8822695035460993 0.7025193798449613 0.9071463296062227 0.7914847161572053 0.8587206626783249 0.677 0.0 0.694 0.0 0.8417053467107917 0.650887573964497 0.9011725293132328 0.6043956043956044 0.9212328767123288 0.7051282051282052 0.8819672131147541 0.609 0.0 0.679 0.0 0.8496195827319986 0.7476635514018692 0.896551724137931 0.6896551724137931 0.9285714285714286 0.8163265306122449 0.8666666666666667 0.696 0.0 0.673 0.0 0.8349659202309552 0.4838709677419355 0.9047619047619048 0.45454545454545453 0.9156626506024096 0.5172413793103449 0.8941176470588236 0.74 0.0 0.749 0.0 0.8884093588283482 0.7590361445783131 0.9253731343283582 0.8076923076923077 0.9084249084249084 0.7159090909090909 0.9429657794676806 0.701 0.0 0.72 0.0 0.8536963291572751 0.7378640776699028 0.8981132075471697 0.7450980392156863 0.8947368421052632 0.7307692307692307 0.9015151515151515 0.726 0.0 0.772 0.0 0.9264233788616755 0.7936507936507936 0.9520295202952028 0.9259259259259259 0.9214285714285714 0.6944444444444444 0.9847328244274809 0.576
multi-qa-distilbert-cos-v1 4 0.54 0.0 0.545 0.0 0.5210645039524296 0.588029197080292 0.48746821649110067 0.9757751937984496 0.32620320855614976 0.42081069786878395 0.9640804597701149 0.663 0.0 0.606 0.0 0.6638243863607859 0.551948051948052 0.6986899563318777 0.9340659340659341 0.547945205479452 0.391705069124424 0.963855421686747 0.517 0.0 0.525 0.0 0.5463294631093545 0.5729166666666667 0.5340909090909091 0.9482758620689655 0.373015873015873 0.41044776119402987 0.94 0.743 0.0 0.674 0.0 0.7542936005535136 0.5172413793103449 0.8014184397163121 0.9090909090909091 0.6807228915662651 0.3614457831325301 0.9741379310344828 0.573 0.0 0.579 0.0 0.5910022656165713 0.4882943143812709 0.6203473945409429 0.9358974358974359 0.45787545787545786 0.33031674208144796 0.9615384615384616 0.425 0.0 0.469 0.0 0.44564057455487466 0.49230769230769234 0.4277456647398844 0.9411764705882353 0.2781954887218045 0.3333333333333333 0.925 0.614 0.0 0.639 0.0 0.7192287665471732 0.48076923076923084 0.7652173913043477 0.9259259259259259 0.6285714285714286 0.3246753246753247 0.9777777777777777 0.592
multi-qa-distilbert-cos-v1_mask 4 0.709 0.0 0.718 0.0 0.834536012248809 0.748015873015873 0.877943296492071 0.7306201550387597 0.8881866796305299 0.766260162601626 0.8679334916864608 0.714 0.0 0.716 0.0 0.8543752457444788 0.6857142857142857 0.9069373942470389 0.6593406593406593 0.9178082191780822 0.7142857142857143 0.8963210702341137 0.659 0.0 0.696 0.0 0.8344057358213072 0.7272727272727274 0.8837209302325582 0.6896551724137931 0.9047619047619048 0.7692307692307693 0.8636363636363636 0.727 0.0 0.708 0.0 0.8735941198252757 0.6153846153846154 0.924924924924925 0.6060606060606061 0.927710843373494 0.625 0.9221556886227545 0.704 0.0 0.729 0.0 0.8811356703120009 0.7485380116959064 0.9190207156308852 0.8205128205128205 0.8937728937728938 0.6881720430107527 0.9457364341085271 0.651 0.0 0.68 0.0 0.8552838066947835 0.7476635514018691 0.896551724137931 0.7843137254901961 0.8796992481203008 0.7142857142857143 0.9140625 0.706 0.0 0.76 0.0 0.9099024173874473 0.75 0.9407407407407407 0.8888888888888888 0.9071428571428571 0.6486486486486487 0.9769230769230769 0.592
multi-qa-mpnet-base-cos-v1 4 0.552 0.0 0.552 0.0 0.6012409443300978 0.6153846153846153 0.5941450432468397 0.9457364341085271 0.43412736995624696 0.45607476635514016 0.9409905163329821 0.687 0.0 0.63 0.0 0.6944717035239785 0.5743243243243243 0.7319148936170212 0.9340659340659341 0.589041095890411 0.4146341463414634 0.9662921348314607 0.571 0.0 0.576 0.0 0.629736445114917 0.6101694915254237 0.6387434554973822 0.9310344827586207 0.48412698412698413 0.453781512605042 0.9384615384615385 0.759 0.0 0.689 0.0 0.7501472302326669 0.5210084033613445 0.7956989247311828 0.9393939393939394 0.6686746987951807 0.36046511627906974 0.9823008849557522 0.594 0.0 0.611 0.0 0.6558626558626559 0.5201465201465202 0.6946386946386947 0.9102564102564102 0.5457875457875457 0.3641025641025641 0.9551282051282052 0.523 0.0 0.562 0.0 0.5773196572358953 0.5536723163841808 0.5863874345549738 0.9607843137254902 0.42105263157894735 0.3888888888888889 0.9655172413793104 0.585 0.0 0.608 0.0 0.72926206410708 0.4583333333333333 0.7815126050420169 0.8148148148148148 0.6642857142857143 0.3188405797101449 0.9489795918367347 0.566
multi-qa-mpnet-base-cos-v1_mask 4 0.715 0.0 0.721 0.0 0.8311375692559841 0.7372188139059305 0.8782567503552818 0.6986434108527132 0.9013125911521633 0.7803030303030303 0.85635103926097 0.722 0.0 0.731 0.0 0.8736917479462815 0.7303370786516854 0.9183673469387755 0.7142857142857143 0.9246575342465754 0.7471264367816092 0.9121621621621622 0.652 0.0 0.694 0.0 0.8403747174682717 0.7387387387387387 0.8871595330739299 0.7068965517241379 0.9047619047619048 0.7735849056603774 0.8702290076335878 0.757 0.0 0.752 0.0 0.9050909052182499 0.7164179104477613 0.9425981873111783 0.7272727272727273 0.9397590361445783 0.7058823529411765 0.9454545454545454 0.683 0.0 0.718 0.0 0.8711679310101651 0.7195121951219512 0.9144981412639405 0.7564102564102564 0.9010989010989011 0.686046511627907 0.9283018867924528 0.644 0.0 0.691 0.0 0.851855797346342 0.7272727272727272 0.8996282527881041 0.7058823529411765 0.9097744360902256 0.75 0.8897058823529411 0.692 0.0 0.737 0.0 0.8935282423428808 0.7076923076923076 0.9293680297397771 0.8518518518518519 0.8928571428571429 0.6052631578947368 0.9689922480620154 0.566
msmarco-distilbert-base-tas-b 4 0.444 0.0 0.449 0.0 0.6139820857438123 0.6049423393739704 0.6185173401209036 0.8895348837209303 0.4725328147788041 0.4583125312031952 0.8950276243093923 0.603 0.0 0.541 0.0 0.7099248944331624 0.5714285714285714 0.7530864197530863 0.8791208791208791 0.6267123287671232 0.42328042328042326 0.9432989690721649 0.475 0.0 0.469 0.0 0.6190041681617262 0.5988700564971752 0.6282722513089005 0.9137931034482759 0.47619047619047616 0.44537815126050423 0.9230769230769231 0.643 0.0 0.579 0.0 0.7825532136575589 0.5242718446601942 0.8338983050847458 0.8181818181818182 0.7409638554216867 0.38571428571428573 0.9534883720930233 0.556 0.0 0.567 0.0 0.707567804024497 0.5590551181102361 0.7500000000000001 0.9102564102564102 0.6153846153846154 0.4034090909090909 0.96 0.368 0.0 0.427 0.0 0.5174616169983242 0.5136612021857924 0.518918918918919 0.9215686274509803 0.3609022556390977 0.3560606060606061 0.9230769230769231 0.624 0.0 0.67 0.0 0.8743124258632096 0.676056338028169 0.9125475285171102 0.8888888888888888 0.8571428571428571 0.5454545454545454 0.975609756097561 0.166
msmarco-distilbert-base-tas-b_mask 4 0.654 0.0 0.652 0.0 0.7887666958965994 0.633495145631068 0.8666666666666667 0.5058139534883721 0.9543023821098687 0.8474025974025974 0.793772745653053 0.604 0.0 0.61 0.0 0.8121126362032268 0.536231884057971 0.8980891719745222 0.4065934065934066 0.9657534246575342 0.7872340425531915 0.8392857142857143 0.569 0.0 0.604 0.0 0.8223800964224433 0.6868686868686867 0.8847583643122676 0.5862068965517241 0.9444444444444444 0.8292682926829268 0.8321678321678322 0.581 0.0 0.556 0.0 0.7830043726237788 0.15384615384615385 0.9080779944289693 0.09090909090909091 0.9819277108433735 0.5 0.844559585492228 0.668 0.0 0.697 0.0 0.8607645078233314 0.6666666666666666 0.9162210338680927 0.6025641025641025 0.9413919413919414 0.746031746031746 0.8923611111111112 0.612 0.0 0.65 0.0 0.819785759294266 0.6521739130434783 0.8840579710144928 0.5882352941176471 0.9172932330827067 0.7317073170731707 0.8531468531468531 0.625 0.0 0.721 0.0 0.9063848672150866 0.6938775510204083 0.9473684210526316 0.6296296296296297 0.9642857142857143 0.7727272727272727 0.9310344827586207 0.166
msmarco-distilbert-dot-v5 4 0.478 0.0 0.479 0.0 0.5700467301089127 0.5993846153846154 0.555327868852459 0.9437984496124031 0.3952357802625182 0.43913435527502254 0.9334098737083811 0.625 0.0 0.564 0.0 0.6775940702723724 0.5491525423728814 0.7176220806794055 0.8901098901098901 0.5787671232876712 0.39705882352941174 0.9441340782122905 0.487 0.0 0.502 0.0 0.6069549024370496 0.5921787709497207 0.6137566137566137 0.9137931034482759 0.4603174603174603 0.4380165289256198 0.9206349206349206 0.689 0.0 0.626 0.0 0.736743143450193 0.4827586206896552 0.7872340425531915 0.8484848484848485 0.6686746987951807 0.3373493975903614 0.9568965517241379 0.553 0.0 0.563 0.0 0.633705313641255 0.5017921146953406 0.6713947990543735 0.8974358974358975 0.5201465201465202 0.3482587064676617 0.9466666666666667 0.415 0.0 0.458 0.0 0.4197826086956522 0.49000000000000005 0.39285714285714285 0.9607843137254902 0.24812030075187969 0.3288590604026846 0.9428571428571428 0.641 0.0 0.64 0.0 0.8026389514344358 0.5316455696202531 0.8549019607843137 0.7777777777777778 0.7785714285714286 0.40384615384615385 0.9478260869565217 0.212
msmarco-distilbert-dot-v5_mask 4 0.69 0.0 0.702 0.0 0.8313118920941842 0.7220055710306407 0.8861510381017568 0.627906976744186 0.944093339815265 0.8492791612057667 0.8349097162510748 0.661 0.0 0.679 0.0 0.8509017624196611 0.6490066225165563 0.9138211382113821 0.5384615384615384 0.9623287671232876 0.8166666666666667 0.8699690402476781 0.616 0.0 0.663 0.0 0.858888791544876 0.7572815533980582 0.9056603773584905 0.6724137931034483 0.9523809523809523 0.8666666666666667 0.8633093525179856 0.649 0.0 0.654 0.0 0.8365326633165829 0.41666666666666663 0.9199999999999999 0.30303030303030304 0.9698795180722891 0.6666666666666666 0.875 0.655 0.0 0.701 0.0 0.8890038654008299 0.7397260273972601 0.9316546762589927 0.6923076923076923 0.9487179487179487 0.7941176470588235 0.9151943462897526 0.628 0.0 0.68 0.0 0.8780171035805627 0.7708333333333334 0.9191176470588236 0.7254901960784313 0.9398496240601504 0.8222222222222222 0.8992805755395683 0.598 0.0 0.684 0.0 0.9010339883613058 0.68 0.943661971830986 0.6296296296296297 0.9571428571428572 0.7391304347826086 0.9305555555555556 0.212
msmarco-bert-base-dot-v5 4 0.447 0.0 0.444 0.0 0.5233332357966607 0.5830628503983475 0.49336679813553247 0.9573643410852714 0.3344676713660671 0.419176919813322 0.9398907103825137 0.625 0.0 0.575 0.0 0.6598201599492474 0.5364238410596026 0.6982758620689654 0.8901098901098901 0.5547945205479452 0.38388625592417064 0.9418604651162791 0.507 0.0 0.516 0.0 0.5396575805361568 0.5699481865284973 0.5257142857142857 0.9482758620689655 0.36507936507936506 0.4074074074074074 0.9387755102040817 0.687 0.0 0.607 0.0 0.7487569589798458 0.47706422018348627 0.8027681660899655 0.7878787878787878 0.6987951807228916 0.34210526315789475 0.943089430894309 0.459 0.0 0.491 0.0 0.568081369540463 0.46864686468646866 0.5964912280701755 0.9102564102564102 0.4358974358974359 0.31555555555555553 0.9444444444444444 0.319 0.0 0.388 0.0 0.41221421374874057 0.4747474747474748 0.38823529411764707 0.9215686274509803 0.24812030075187969 0.3197278911564626 0.8918918918918919 0.497 0.0 0.528 0.0 0.7035670393461362 0.4571428571428572 0.7510917030567685 0.8888888888888888 0.6142857142857143 0.3076923076923077 0.9662921348314607 0.101
msmarco-bert-base-dot-v5_mask 4 0.698 0.0 0.706 0.0 0.833021469724077 0.7308934337997846 0.8842592592592593 0.6579457364341085 0.9285367039377734 0.8220338983050848 0.8440123729562528 0.648 0.0 0.674 0.0 0.8438384769209527 0.6363636363636364 0.9084967320261439 0.5384615384615384 0.952054794520548 0.7777777777777778 0.86875 0.624 0.0 0.683 0.0 0.8564849710451329 0.7636363636363636 0.8992248062015504 0.7241379310344828 0.9206349206349206 0.8076923076923077 0.8787878787878788 0.644 0.0 0.614 0.0 0.8162422280896006 0.3181818181818182 0.9152542372881356 0.21212121212121213 0.9759036144578314 0.6363636363636364 0.8617021276595744 0.701 0.0 0.722 0.0 0.8849548112706006 0.736842105263158 0.9272727272727272 0.717948717948718 0.9340659340659341 0.7567567567567568 0.9205776173285198 0.628 0.0 0.672 0.0 0.855838395140665 0.7291666666666667 0.9044117647058822 0.6862745098039216 0.924812030075188 0.7777777777777778 0.8848920863309353 0.712 0.0 0.751 0.0 0.9173631154956275 0.75 0.9496402877697843 0.7777777777777778 0.9428571428571428 0.7241379310344828 0.9565217391304348 0.101
msmarco-MiniLM-L6-cos-v5 4 0.459 0.0 0.464 0.0 0.6185513004836446 0.6107823800131492 0.6224489795918368 0.9001937984496124 0.4744773942634905 0.4621890547263682 0.9045412418906394 0.605 0.0 0.542 0.0 0.6930693768459036 0.5347985347985348 0.7423935091277891 0.8021978021978022 0.6267123287671232 0.4010989010989011 0.9104477611940298 0.442 0.0 0.464 0.0 0.6047362916479904 0.5747126436781608 0.6185567010309277 0.8620689655172413 0.47619047619047616 0.43103448275862066 0.8823529411764706 0.703 0.0 0.577 0.0 0.7633597194444912 0.4646464646464647 0.822742474916388 0.696969696969697 0.7409638554216867 0.3484848484848485 0.924812030075188 0.448 0.0 0.474 0.0 0.6260086270606157 0.4892086330935252 0.6650943396226415 0.8717948717948718 0.5164835164835165 0.34 0.9337748344370861 0.339 0.0 0.414 0.0 0.576050845009389 0.5348837209302326 0.5918367346938775 0.9019607843137255 0.43609022556390975 0.38016528925619836 0.9206349206349206 0.48 0.0 0.467 0.0 0.6774692918036815 0.4150943396226415 0.7280701754385964 0.8148148148148148 0.5928571428571429 0.27848101265822783 0.9431818181818182 0.582
msmarco-MiniLM-L6-cos-v5_mask 4 0.633 0.0 0.646 0.0 0.7878394625996828 0.6424032351242057 0.8608050371036654 0.5387596899224806 0.93048128342246 0.7954220314735336 0.800836820083682 0.558 0.0 0.595 0.0 0.8076085052427864 0.5285714285714285 0.8945686900958466 0.4065934065934066 0.958904109589041 0.7551020408163265 0.8383233532934131 0.533 0.0 0.605 0.0 0.7994613991866296 0.6464646464646465 0.8698884758364314 0.5517241379310345 0.9285714285714286 0.7804878048780488 0.8181818181818182 0.549 0.0 0.507 0.0 0.8021819832234892 0.24390243902439024 0.9131652661064426 0.15151515151515152 0.9819277108433735 0.625 0.8534031413612565 0.639 0.0 0.667 0.0 0.8495923693387838 0.6323529411764706 0.911660777385159 0.5512820512820513 0.945054945054945 0.7413793103448276 0.8805460750853242 0.615 0.0 0.637 0.0 0.8051383399209485 0.6136363636363636 0.8785714285714284 0.5294117647058824 0.924812030075188 0.7297297297297297 0.8367346938775511 0.6 0.0 0.662 0.0 0.8992085758552826 0.6666666666666666 0.9440559440559442 0.5925925925925926 0.9642857142857143 0.7619047619047619 0.9246575342465754 0.582
msmarco-MiniLM-L12-cos-v5 4 0.444 0.0 0.443 0.0 0.6137081789656166 0.6029752066115702 0.6190929273707579 0.8837209302325582 0.4744773942634905 0.45760160561966884 0.8905109489051095 0.579 0.0 0.535 0.0 0.7002315798402682 0.5373134328358209 0.7510040160642569 0.7912087912087912 0.6404109589041096 0.4067796610169492 0.9077669902912622 0.414 0.0 0.436 0.0 0.5868073373021537 0.5649717514124293 0.5968586387434555 0.8620689655172413 0.4523809523809524 0.42016806722689076 0.8769230769230769 0.682 0.0 0.578 0.0 0.786645041076809 0.48351648351648346 0.8469055374592833 0.6666666666666666 0.7831325301204819 0.3793103448275862 0.9219858156028369 0.507 0.0 0.523 0.0 0.6707521474963336 0.5116279069767441 0.7162162162162163 0.8461538461538461 0.5824175824175825 0.36666666666666664 0.9298245614035088 0.352 0.0 0.439 0.0 0.5621551795125165 0.5340909090909091 0.5729166666666667 0.9215686274509803 0.41353383458646614 0.376 0.9322033898305084 0.566 0.0 0.535 0.0 0.7668727585479448 0.4634146341463415 0.8253968253968255 0.7037037037037037 0.7428571428571429 0.34545454545454546 0.9285714285714286 0.575
msmarco-MiniLM-L12-cos-v5_mask 4 0.643 0.0 0.661 0.0 0.8061144122821783 0.6790123456790124 0.8698817106460417 0.5862403100775194 0.9295089936801166 0.8066666666666666 0.8174433518597691 0.521 0.0 0.581 0.0 0.8283963680679118 0.5960264900662252 0.9008130081300814 0.4945054945054945 0.9486301369863014 0.75 0.8575851393188855 0.504 0.0 0.587 0.0 0.8445311532268055 0.7407407407407408 0.8923076923076922 0.6896551724137931 0.9206349206349206 0.8 0.8656716417910447 0.513 0.0 0.486 0.0 0.7951931290912472 0.23255813953488375 0.9070422535211268 0.15151515151515152 0.9698795180722891 0.5 0.8518518518518519 0.686 0.0 0.703 0.0 0.8728180354267311 0.7066666666666668 0.9202898550724639 0.6794871794871795 0.9304029304029304 0.7361111111111112 0.910394265232975 0.631 0.0 0.671 0.0 0.8497359619785251 0.7157894736842105 0.9010989010989012 0.6666666666666666 0.924812030075188 0.7727272727272727 0.8785714285714286 0.658 0.0 0.703 0.0 0.8989465838606268 0.6909090909090909 0.9390681003584229 0.7037037037037037 0.9357142857142857 0.6785714285714286 0.9424460431654677 0.575
msmarco-distilbert-cos-v5 4 0.426 0.0 0.428 0.0 0.5333261316509773 0.582884500299222 0.5084626234132581 0.9437984496124031 0.3505104521147302 0.42164502164502166 0.9255455712451861 0.596 0.0 0.529 0.0 0.6179632353458651 0.5094339622641509 0.6517857142857143 0.8901098901098901 0.5 0.3568281938325991 0.9358974358974359 0.478 0.0 0.473 0.0 0.5550331378604393 0.5714285714285715 0.547486033519553 0.9310344827586207 0.3888888888888889 0.4122137404580153 0.9245283018867925 0.664 0.0 0.59 0.0 0.6710121889815638 0.41860465116279066 0.7211895910780669 0.8181818181818182 0.5843373493975904 0.28125 0.941747572815534 0.556 0.0 0.572 0.0 0.6172402271967924 0.5068493150684932 0.648780487804878 0.9487179487179487 0.48717948717948717 0.34579439252336447 0.9708029197080292 0.402 0.0 0.468 0.0 0.4680389351789201 0.5128205128205129 0.45086705202312133 0.9803921568627451 0.2932330827067669 0.3472222222222222 0.975 0.635 0.0 0.634 0.0 0.7450040542691204 0.4948453608247422 0.7932489451476792 0.8888888888888888 0.6714285714285714 0.34285714285714286 0.9690721649484536 0.629
msmarco-distilbert-cos-v5_mask 4 0.68 0.0 0.686 0.0 0.8221698398602928 0.7279081377933101 0.8694610778443114 0.7063953488372093 0.8823529411764706 0.7507723995880535 0.8569405099150141 0.612 0.0 0.642 0.0 0.8448457547276192 0.6503067484662576 0.9054726368159204 0.5824175824175825 0.934931506849315 0.7361111111111112 0.8778135048231511 0.597 0.0 0.642 0.0 0.8445311532268055 0.7407407407407408 0.8923076923076922 0.6896551724137931 0.9206349206349206 0.8 0.8656716417910447 0.59 0.0 0.585 0.0 0.842035249131957 0.4727272727272727 0.9154518950437318 0.3939393939393939 0.9457831325301205 0.5909090909090909 0.8870056497175142 0.72 0.0 0.743 0.0 0.8793278977328057 0.736196319018405 0.9202226345083486 0.7692307692307693 0.9084249084249084 0.7058823529411765 0.9323308270676691 0.668 0.0 0.703 0.0 0.8645336381085881 0.7572815533980582 0.9056603773584905 0.7647058823529411 0.9022556390977443 0.75 0.9090909090909091 0.735 0.0 0.76 0.0 0.8964246689103544 0.7000000000000001 0.9343065693430657 0.7777777777777778 0.9142857142857143 0.6363636363636364 0.9552238805970149 0.629
cross-encoder/ms-marco-TinyBERT-L-2-v2 4 0.344 0.0 0.349 0.0 0.35720260460054726 0.2686070686070686 0.5337927378743705 0.15702479338842976 0.9757751937984496 0.9281609195402298 0.3673841663626414 0.567 0.0 0.499 0.0 0.6059722650069517 0.6310904872389791 0.5253731343283582 0.4657534246575342 0.967032967032967 0.9784172661870504 0.36065573770491804 0.357 0.0 0.37 0.0 0.4080381219755458 0.3506493506493506 0.5327102803738318 0.21428571428571427 0.9827586206896551 0.9642857142857143 0.36538461538461536 0.686 0.0 0.569 0.0 0.7414657798345188 0.7870036101083031 0.5123966942148761 0.6566265060240963 0.9393939393939394 0.9819819819819819 0.3522727272727273 0.337 0.0 0.323 0.0 0.24909222948438633 0.2091503267973856 0.3888888888888889 0.11721611721611722 0.9871794871794872 0.9696969696969697 0.24213836477987422 0.245 0.001 0.248 0.001 0.30844353245174044 0.24836601307189543 0.4651162790697675 0.14285714285714285 0.9803921568627451 0.95 0.3048780487804878 0.426 0.0 0.408 0.0 0.1906951993532164 0.1699346405228758 0.2983425414364641 0.09285714285714286 1.0 1.0 0.17532467532467533 -8.380000114440918
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 4 0.634 0.0 0.608 0.0 0.8021255503476343 0.8592905802208128 0.6881832378969286 0.8891589693728731 0.6405038759689923 0.8313636363636364 0.7435320584926884 0.579 0.0 0.544 0.0 0.8121817030913288 0.8855721393034826 0.5766871165644172 0.9143835616438356 0.5164835164835165 0.8585209003215434 0.6527777777777778 0.53 0.0 0.539 0.0 0.7779016474668647 0.8461538461538461 0.6296296296296295 0.873015873015873 0.5862068965517241 0.8208955223880597 0.68 0.588 0.0 0.525 0.0 0.842035249131957 0.9154518950437318 0.4727272727272727 0.9457831325301205 0.3939393939393939 0.8870056497175142 0.5909090909090909 0.657 0.0 0.552 0.0 0.8374667487400641 0.888468809073724 0.6589595375722542 0.8608058608058609 0.7307692307692307 0.91796875 0.6 0.579 0.0 0.526 0.0 0.8124049346043489 0.8659003831417625 0.6728971962616823 0.849624060150376 0.7058823529411765 0.8828125 0.6428571428571429 0.686 0.0 0.609 0.0 0.8661347589759422 0.9104477611940298 0.6363636363636364 0.8714285714285714 0.7777777777777778 0.953125 0.5384615384615384 -8.380000114440918
cross-encoder/ms-marco-MiniLM-L-2-v2 4 0.362 0.0 0.368 0.0 0.4271250209807813 0.3649863227823369 0.5509809339596574 0.22702965483714146 0.9660852713178295 0.9302788844621513 0.3853884808658678 0.578 0.0 0.522 0.0 0.6050204297024427 0.6330275229357798 0.5151515151515151 0.4726027397260274 0.9340659340659341 0.9583333333333334 0.35564853556485354 0.363 0.0 0.379 0.0 0.41611322916460897 0.36129032258064514 0.5352112676056338 0.2222222222222222 0.9827586206896551 0.9655172413793104 0.36774193548387096 0.697 0.0 0.609 0.0 0.7324587166143705 0.7829181494661923 0.4786324786324786 0.6626506024096386 0.8484848484848485 0.9565217391304348 0.3333333333333333 0.441 0.0 0.422 0.0 0.33914197450289346 0.31901840490797545 0.40957446808510645 0.19047619047619047 0.9871794871794872 0.9811320754716981 0.25838926174496646 0.328 0.0 0.323 0.0 0.33461643633915983 0.28205128205128205 0.47169811320754707 0.16541353383458646 0.9803921568627451 0.9565217391304348 0.3105590062111801 0.515 0.0 0.511 0.0 0.3491138240019244 0.35294117647058826 0.32926829268292684 0.21428571428571427 1.0 1.0 0.19708029197080293 -6.228000164031982
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 4 0.633 0.0 0.647 0.0 0.795111698326445 0.8693723663783544 0.6470940683043739 0.9528439474963539 0.5232558139534884 0.799347471451876 0.847723704866562 0.589 0.0 0.593 0.0 0.8215573230822816 0.9027113237639554 0.5611510791366906 0.9691780821917808 0.42857142857142855 0.844776119402985 0.8125 0.54 0.0 0.583 0.0 0.8027626811594203 0.875 0.6458333333333334 0.9444444444444444 0.5344827586206896 0.815068493150685 0.8157894736842105 0.607 0.0 0.554 0.0 0.8324307419837477 0.9239436619718309 0.372093023255814 0.9879518072289156 0.24242424242424243 0.8677248677248677 0.8 0.618 0.0 0.603 0.0 0.8364584449444624 0.8961748633879782 0.6274509803921569 0.9010989010989011 0.6153846153846154 0.8913043478260869 0.64 0.553 0.0 0.561 0.0 0.8133735280572512 0.8808664259927798 0.6373626373626374 0.9172932330827067 0.5686274509803921 0.8472222222222222 0.725 0.647 0.0 0.678 0.0 0.8634457839539138 0.9117647058823529 0.6129032258064516 0.8857142857142857 0.7037037037037037 0.9393939393939394 0.5428571428571428 -6.228000164031982
cross-encoder/ms-marco-MiniLM-L-4-v2 4 0.321 0.0 0.321 0.0 0.4218312617172507 0.3610248447204969 0.5430316490838423 0.22605736509479826 0.9476744186046512 0.8959537572254336 0.38054474708171204 0.51 0.0 0.467 0.0 0.5591540055606325 0.5835294117647059 0.48093841642228746 0.4246575342465753 0.9010989010989011 0.9323308270676691 0.328 0.34 0.0 0.356 0.0 0.43579100417428823 0.3950617283950617 0.5242718446601942 0.25396825396825395 0.9310344827586207 0.8888888888888888 0.36486486486486486 0.608 0.0 0.506 0.0 0.6523908091365148 0.6996197718631179 0.41481481481481486 0.5542168674698795 0.8484848484848485 0.9484536082474226 0.27450980392156865 0.327 0.0 0.315 0.0 0.3238772227294466 0.30487804878048785 0.39037433155080214 0.18315018315018314 0.9358974358974359 0.9090909090909091 0.24662162162162163 0.23 0.002 0.254 0.001 0.3530245746691872 0.31055900621118016 0.46376811594202905 0.18796992481203006 0.9411764705882353 0.8928571428571429 0.3076923076923077 0.397 0.0 0.376 0.0 0.2994011976047904 0.29940119760479045 0.29940119760479045 0.17857142857142858 0.9259259259259259 0.9259259259259259 0.17857142857142858 -5.23799991607666
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 4 0.616 0.0 0.633 0.0 0.7802229065748755 0.8502637009860124 0.6406164006604292 0.9013125911521633 0.563953488372093 0.8046875 0.7414012738853503 0.573 0.0 0.613 0.0 0.8183006956866876 0.8964401294498382 0.5675675675675675 0.9486301369863014 0.46153846153846156 0.8496932515337423 0.7368421052631579 0.557 0.0 0.62 0.0 0.8173653471771578 0.8805970149253731 0.68 0.9365079365079365 0.5862068965517241 0.8309859154929577 0.8095238095238095 0.56 0.0 0.531 0.0 0.8131801866475232 0.9085714285714285 0.3333333333333333 0.9578313253012049 0.24242424242424243 0.8641304347826086 0.5333333333333333 0.608 0.0 0.591 0.0 0.8381935703011049 0.8917910447761193 0.6506024096385543 0.8754578754578755 0.6923076923076923 0.908745247148289 0.6136363636363636 0.545 0.0 0.546 0.0 0.805213284046236 0.8717948717948718 0.631578947368421 0.8947368421052632 0.5882352941176471 0.85 0.6818181818181818 0.623 0.0 0.685 0.0 0.8743124258632096 0.9125475285171102 0.676056338028169 0.8571428571428571 0.8888888888888888 0.975609756097561 0.5454545454545454 -5.23799991607666
cross-encoder/ms-marco-MiniLM-L-6-v2 4 0.319 0.0 0.316 0.0 0.49066032569255863 0.4628975265017668 0.5459976105137395 0.318424890617404 0.8856589147286822 0.8473479948253557 0.3946459412780656 0.459 0.0 0.431 0.0 0.6083175624026087 0.6507592190889371 0.47213114754098356 0.5136986301369864 0.7912087912087912 0.8875739644970414 0.3364485981308411 0.363 0.0 0.376 0.0 0.5286308973172987 0.5222222222222223 0.5425531914893617 0.373015873015873 0.8793103448275862 0.8703703703703703 0.3923076923076923 0.472 0.0 0.4 0.0 0.671055799116029 0.7330960854092526 0.358974358974359 0.6204819277108434 0.6363636363636364 0.8956521739130435 0.25 0.238 0.0 0.23 0.0 0.366022837180431 0.36046511627906974 0.38547486033519557 0.2271062271062271 0.8846153846153846 0.8732394366197183 0.24642857142857144 0.222 0.002 0.237 0.001 0.4193779398960313 0.4022988505747126 0.4639175257731959 0.2631578947368421 0.8823529411764706 0.8536585365853658 0.3146853146853147 0.218 0.005 0.211 0.006 0.31361094167475667 0.3176470588235294 0.29268292682926833 0.19285714285714287 0.8888888888888888 0.9 0.17518248175182483 -3.4170000553131104
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 4 0.604 0.0 0.63 0.0 0.7667027072249281 0.8502780867630702 0.6001188354129531 0.929022848808945 0.4893410852713178 0.783839212469237 0.7757296466973886 0.526 0.0 0.592 0.0 0.7989100252807824 0.892063492063492 0.5 0.9623287671232876 0.37362637362637363 0.8313609467455622 0.7555555555555555 0.555 0.0 0.627 0.0 0.7994613991866296 0.8698884758364314 0.6464646464646465 0.9285714285714286 0.5517241379310345 0.8181818181818182 0.7804878048780488 0.463 0.0 0.439 0.0 0.7758444840809573 0.9085872576177285 0.10810810810810813 0.9879518072289156 0.06060606060606061 0.841025641025641 0.5 0.558 0.0 0.564 0.0 0.8168125467395542 0.8832116788321168 0.5844155844155844 0.8864468864468864 0.5769230769230769 0.88 0.5921052631578947 0.497 0.0 0.517 0.0 0.754681210198332 0.8458781362007168 0.5168539325842696 0.8872180451127819 0.45098039215686275 0.8082191780821918 0.6052631578947368 0.584 0.0 0.646 0.0 0.8823206889052893 0.9219330855018588 0.6769230769230768 0.8857142857142857 0.8148148148148148 0.9612403100775194 0.5789473684210527 -3.4170000553131104
cross-encoder/ms-marco-MiniLM-L-12-v2 4 0.272 0.0 0.262 0.0 0.5326247280363599 0.5315139701104613 0.5348387096774194 0.39766650461837627 0.8032945736434108 0.801175318315377 0.4008704061895551 0.376 0.0 0.343 0.0 0.6006232203414773 0.6540880503144654 0.4290657439446367 0.5342465753424658 0.6813186813186813 0.8432432432432433 0.31313131313131315 0.336 0.0 0.35 0.0 0.5653427833957722 0.5759162303664922 0.5423728813559322 0.4365079365079365 0.8275862068965517 0.8461538461538461 0.40336134453781514 0.323 0.0 0.231 0.001 0.6306269107776645 0.7062937062937062 0.25 0.608433734939759 0.42424242424242425 0.8416666666666667 0.17721518987341772 0.175 0.001 0.16 0.003 0.44239316239316245 0.4615384615384616 0.3753846153846153 0.31868131868131866 0.782051282051282 0.8365384615384616 0.24696356275303644 0.185 0.012 0.213 0.004 0.4745725451880802 0.4842105263157895 0.449438202247191 0.3458646616541353 0.7843137254901961 0.8070175438596491 0.31496062992125984 0.166 0.032 0.091 0.242 0.4138003595559073 0.4385026737967915 0.2857142857142857 0.29285714285714287 0.7777777777777778 0.8723404255319149 0.175 -2.76200008392334
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 4 0.554 0.0 0.566 0.0 0.7533170961813046 0.8348102703930924 0.5908835115362971 0.893048128342246 0.5087209302325582 0.783703071672355 0.7046979865771812 0.478 0.0 0.548 0.0 0.7915583478779891 0.8846153846153847 0.49295774647887325 0.9452054794520548 0.38461538461538464 0.8313253012048193 0.6862745098039216 0.509 0.0 0.612 0.0 0.7975068409851019 0.8636363636363636 0.6538461538461539 0.9047619047619048 0.5862068965517241 0.8260869565217391 0.7391304347826086 0.42 0.0 0.324 0.0 0.7594816186194129 0.9 0.052631578947368425 0.9759036144578314 0.030303030303030304 0.8350515463917526 0.2 0.506 0.0 0.507 0.0 0.7957973770172103 0.8603773584905661 0.5697674418604651 0.8351648351648352 0.6282051282051282 0.8871595330739299 0.5212765957446809 0.439 0.0 0.469 0.0 0.7671235613810741 0.8455882352941175 0.5625 0.8646616541353384 0.5294117647058824 0.8273381294964028 0.6 0.556 0.0 0.579 0.0 0.8279475321083658 0.875968992248062 0.5789473684210527 0.8071428571428572 0.8148148148148148 0.9576271186440678 0.4489795918367347 -2.76200008392334
cross-encoder/qnli-distilroberta-base 4 0.081 0.0 0.071 0.0 0.5612768756436588 0.6288 0.4266886326194398 0.5731648031113272 0.501937984496124 0.6963969285292381 0.37106017191977075 0.132 0.01 0.105 0.04 0.6009711696366861 0.6706586826347306 0.37735849056603776 0.5753424657534246 0.5494505494505495 0.8038277511961722 0.28735632183908044 0.169 0.021 0.23 0.002 0.6277541116781161 0.6787330316742082 0.5170068027210885 0.5952380952380952 0.6551724137931034 0.7894736842105263 0.42696629213483145 0.082 0.247 -0.057 0.425 0.5878557436090865 0.6642857142857143 0.20338983050847456 0.5602409638554217 0.36363636363636365 0.8157894736842105 0.1411764705882353 0.102 0.056 0.117 0.028 0.6107943828781699 0.6823027718550106 0.3605150214592275 0.5860805860805861 0.5384615384615384 0.8163265306122449 0.2709677419354839 0.058 0.431 0.093 0.211 0.5973152676358277 0.6694915254237288 0.409090909090909 0.5939849624060151 0.5294117647058824 0.7669902912621359 0.3333333333333333 0.164 0.034 0.173 0.025 0.6308913639173019 0.6952789699570815 0.29702970297029707 0.5785714285714286 0.5555555555555556 0.8709677419354839 0.20270270270270271 0.8569999933242798
cross-encoder/qnli-distilroberta-base_mask 4 0.131 0.0 0.137 0.0 0.6056606926153254 0.7580645161290323 0.3018867924528302 0.8454059309674283 0.23255813953488372 0.6870802054523903 0.43010752688172044 0.143 0.005 0.174 0.001 0.7104977053860959 0.8397435897435899 0.29577464788732394 0.8972602739726028 0.23076923076923078 0.7891566265060241 0.4117647058823529 0.08 0.282 0.173 0.019 0.6691871455576559 0.7971014492753622 0.391304347826087 0.873015873015873 0.3103448275862069 0.7333333333333333 0.5294117647058824 0.147 0.038 0.05 0.485 0.7486004736325306 0.8735632183908046 0.12000000000000001 0.9156626506024096 0.09090909090909091 0.8351648351648352 0.17647058823529413 0.233 0.0 0.246 0.0 0.729080100508672 0.8324324324324325 0.36734693877551017 0.8461538461538461 0.34615384615384615 0.8191489361702128 0.391304347826087 0.067 0.369 0.113 0.126 0.673515165494176 0.8137931034482758 0.30769230769230765 0.8872180451127819 0.23529411764705882 0.7515923566878981 0.4444444444444444 0.41 0.0 0.43 0.0 0.7852416577836941 0.8528301886792452 0.43478260869565216 0.8071428571428572 0.5555555555555556 0.904 0.35714285714285715 0.8569999933242798
cross-encoder/qnli-electra-base 4 0.08 0.0 0.115 0.0 0.6064407772741456 0.7078407720144753 0.4043285784554845 0.7131745260087506 0.39825581395348836 0.7025862068965517 0.41058941058941056 0.007 0.884 0.04 0.438 0.6245972080187936 0.714018691588785 0.3376623376623377 0.6541095890410958 0.42857142857142855 0.7860082304526749 0.2785714285714286 0.164 0.027 0.178 0.016 0.6350155589937938 0.7235772357723577 0.4426229508196722 0.7063492063492064 0.46551724137931033 0.7416666666666667 0.421875 -0.093 0.191 -0.087 0.224 0.6253393247945068 0.7058823529411764 0.22018348623853215 0.6144578313253012 0.36363636363636365 0.8292682926829268 0.15789473684210525 0.137 0.01 0.198 0.0 0.7052363070370653 0.7977315689981096 0.38150289017341044 0.7728937728937729 0.4230769230769231 0.82421875 0.3473684210526316 0.088 0.234 0.229 0.002 0.6899015235971759 0.776923076923077 0.46296296296296297 0.7593984962406015 0.49019607843137253 0.7952755905511811 0.43859649122807015 0.119 0.126 0.117 0.131 0.7254149407790081 0.8178438661710037 0.24615384615384617 0.7857142857142857 0.2962962962962963 0.8527131782945736 0.21052631578947367 0.7440000176429749
cross-encoder/qnli-electra-base_mask 4 0.109 0.0 0.162 0.0 0.6278146353318717 0.7707423580786027 0.34292866082603257 0.8580456976178902 0.2655038759689923 0.6995640110978993 0.4840989399293286 0.035 0.495 0.144 0.005 0.7041887521794435 0.8160535117056856 0.34523809523809523 0.8356164383561644 0.31868131868131866 0.7973856209150327 0.37662337662337664 0.154 0.037 0.3 0.0 0.6938435430970177 0.8044280442804428 0.4536082474226804 0.8650793650793651 0.3793103448275862 0.7517241379310344 0.5641025641025641 -0.048 0.504 -0.034 0.635 0.7214636303367205 0.8256880733944955 0.1971830985915493 0.8132530120481928 0.21212121212121213 0.8385093167701864 0.18421052631578946 0.109 0.041 0.276 0.0 0.7759500618970873 0.8697183098591549 0.44776119402985076 0.9047619047619048 0.38461538461538464 0.8372881355932204 0.5357142857142857 0.094 0.203 0.265 0.0 0.7363636363636364 0.8357142857142857 0.47727272727272724 0.8796992481203008 0.4117647058823529 0.7959183673469388 0.5675675675675675 0.061 0.434 0.264 0.001 0.8200844687436722 0.9027777777777779 0.391304347826087 0.9285714285714286 0.3333333333333333 0.8783783783783784 0.47368421052631576 0.7440000176429749
cross-encoder/stsb-TinyBERT-L-4 4 0.406 0.0 0.425 0.0 0.43751830755714105 0.37825242718446606 0.5556480710519012 0.23675255226057365 0.9699612403100775 0.9401544401544402 0.38934266822248154 0.534 0.0 0.496 0.0 0.606685041590074 0.6380090497737556 0.5061728395061729 0.4828767123287671 0.9010989010989011 0.94 0.351931330472103 0.293 0.0 0.327 0.0 0.48 0.4523809523809524 0.54 0.30158730158730157 0.9310344827586207 0.9047619047619048 0.38028169014084506 0.674 0.0 0.596 0.0 0.7020409322335718 0.7518248175182481 0.45161290322580655 0.6204819277108434 0.8484848484848485 0.9537037037037037 0.3076923076923077 0.48 0.0 0.462 0.0 0.3769136846059923 0.3668639053254438 0.4120879120879121 0.2271062271062271 0.9615384615384616 0.9538461538461539 0.26223776223776224 0.27 0.0 0.309 0.0 0.37280146334599684 0.33333333333333326 0.47572815533980584 0.20300751879699247 0.9607843137254902 0.9310344827586207 0.3161290322580645 0.609 0.0 0.585 0.0 0.3866340965939238 0.3977272727272727 0.3291139240506329 0.25 0.9629629629629629 0.9722222222222222 0.1984732824427481 0.3610000014305115
cross-encoder/stsb-TinyBERT-L-4_mask 4 0.671 0.0 0.695 0.0 0.8105992794526102 0.8737247789616867 0.6847764572722127 0.9368011667476908 0.5862403100775194 0.8186066270178419 0.8231292517006803 0.574 0.0 0.633 0.0 0.8202709838145436 0.9030206677265501 0.5547445255474454 0.9726027397260274 0.4175824175824176 0.8427299703264095 0.8260869565217391 0.57 0.0 0.632 0.0 0.8223800964224433 0.8847583643122676 0.6868686868686867 0.9444444444444444 0.5862068965517241 0.8321678321678322 0.8292682926829268 0.54 0.0 0.563 0.0 0.7995680155161775 0.9166666666666667 0.2105263157894737 0.9939759036144579 0.12121212121212122 0.8505154639175257 0.8 0.7 0.0 0.687 0.0 0.831275720164609 0.8888888888888888 0.6296296296296297 0.8791208791208791 0.6538461538461539 0.898876404494382 0.6071428571428571 0.615 0.0 0.659 0.0 0.8079612187822952 0.8698884758364311 0.6464646464646465 0.8796992481203008 0.6274509803921569 0.8602941176470589 0.6666666666666666 0.736 0.0 0.724 0.0 0.8585064978109148 0.9077490774907749 0.6031746031746033 0.8785714285714286 0.7037037037037037 0.9389312977099237 0.5277777777777778 0.3610000014305115
cross-encoder/stsb-distilroberta-base 4 0.445 0.0 0.459 0.0 0.48634408124675016 0.4452662721893491 0.5682210708117443 0.2926592124453087 0.9563953488372093 0.9304482225656878 0.40417690417690416 0.545 0.0 0.497 0.0 0.60176860460995 0.6334841628959276 0.5 0.4794520547945205 0.8901098901098901 0.9333333333333333 0.34763948497854075 0.375 0.0 0.375 0.0 0.5218086832872223 0.5057471264367815 0.5567010309278351 0.3492063492063492 0.9310344827586207 0.9166666666666666 0.39705882352941174 0.635 0.0 0.557 0.0 0.6664978162915611 0.7164179104477613 0.4153846153846154 0.5783132530120482 0.8181818181818182 0.9411764705882353 0.27835051546391754 0.531 0.0 0.518 0.0 0.5803095143908609 0.6104218362282879 0.47491638795986624 0.45054945054945056 0.9102564102564102 0.9461538461538461 0.3212669683257919 0.303 0.0 0.354 0.0 0.44494194664031617 0.43181818181818177 0.4791666666666667 0.2857142857142857 0.9019607843137255 0.8837209302325582 0.3262411347517731 0.625 0.0 0.623 0.0 0.7033690862747313 0.748898678414097 0.4672897196261682 0.6071428571428571 0.9259259259259259 0.9770114942528736 0.3125 0.41100001335144043
cross-encoder/stsb-distilroberta-base_mask 4 0.63 0.0 0.655 0.0 0.8005349560995436 0.8649142857142857 0.6722129783693843 0.9197860962566845 0.5872093023255814 0.816220880069025 0.7859922178988327 0.57 0.0 0.611 0.0 0.7977934434402164 0.8852988691437803 0.5170068027210885 0.9383561643835616 0.4175824175824176 0.8379204892966361 0.6785714285714286 0.645 0.0 0.675 0.0 0.7975068409851019 0.8636363636363636 0.6538461538461539 0.9047619047619048 0.5862068965517241 0.8260869565217391 0.7391304347826086 0.457 0.0 0.432 0.0 0.7827805914604136 0.9014084507042253 0.186046511627907 0.963855421686747 0.12121212121212122 0.8465608465608465 0.4 0.622 0.0 0.65 0.0 0.833184476342371 0.8945454545454544 0.6184210526315789 0.9010989010989011 0.6025641025641025 0.8880866425992779 0.6351351351351351 0.504 0.0 0.564 0.0 0.7845359997750583 0.8560885608856088 0.5979381443298969 0.8721804511278195 0.5686274509803921 0.8405797101449275 0.6304347826086957 0.666 0.0 0.723 0.0 0.8870579466677594 0.931899641577061 0.6545454545454545 0.9285714285714286 0.6666666666666666 0.935251798561151 0.6428571428571429 0.41100001335144043
cross-encoder/stsb-roberta-base 4 0.438 0.0 0.443 0.0 0.3997745990104216 0.32567513099556633 0.5474709223694888 0.1964025279533301 0.9806201550387597 0.9528301886792453 0.3797373358348968 0.488 0.0 0.427 0.0 0.44722989259952894 0.44791666666666674 0.44502617801047123 0.2945205479452055 0.9340659340659341 0.9347826086956522 0.2920962199312715 0.391 0.0 0.393 0.0 0.44371857449788094 0.3949044585987261 0.5497630331753555 0.24603174603174602 1.0 1.0 0.3790849673202614 0.534 0.0 0.418 0.0 0.4565908606328652 0.4845814977973568 0.3157894736842105 0.3313253012048193 0.8181818181818182 0.9016393442622951 0.1956521739130435 0.461 0.0 0.449 0.0 0.5344729344729344 0.558974358974359 0.44871794871794873 0.3992673992673993 0.8974358974358975 0.9316239316239316 0.29914529914529914 0.292 0.0 0.348 0.0 0.331310267074933 0.2802547770700637 0.46445497630331756 0.16541353383458646 0.9607843137254902 0.9166666666666666 0.30625 0.493 0.0 0.455 0.0 0.6932759221284622 0.7467811158798283 0.4158415841584159 0.6214285714285714 0.7777777777777778 0.9354838709677419 0.28378378378378377 0.42399999499320984
cross-encoder/stsb-roberta-base_mask 4 0.681 0.0 0.698 0.0 0.8080881653979608 0.8708133971291867 0.6830631637786473 0.929022848808945 0.5920542635658915 0.8194682675814752 0.8071334214002642 0.548 0.0 0.597 0.0 0.8066860238069206 0.8924558587479937 0.5314685314685315 0.952054794520548 0.4175824175824176 0.8398791540785498 0.7307692307692307 0.687 0.0 0.7 0.0 0.8250221015156464 0.8830188679245283 0.6990291262135923 0.9285714285714286 0.6206896551724138 0.841726618705036 0.8 0.356 0.0 0.344 0.0 0.7668706661800624 0.8994413407821229 0.1 0.9698795180722891 0.06060606060606061 0.8385416666666666 0.2857142857142857 0.685 0.0 0.697 0.0 0.8514310228595942 0.908108108108108 0.6530612244897959 0.9230769230769231 0.6153846153846154 0.8936170212765957 0.6956521739130435 0.583 0.0 0.632 0.0 0.8085223692501576 0.8768115942028986 0.6304347826086957 0.9097744360902256 0.5686274509803921 0.8461538461538461 0.7073170731707317 0.707 0.0 0.74 0.0 0.8989465838606268 0.9390681003584229 0.6909090909090909 0.9357142857142857 0.7037037037037037 0.9424460431654677 0.6785714285714286 0.42399999499320984
cross-encoder/stsb-roberta-large 4 0.552 0.0 0.546 0.0 0.49792544846665265 0.45697329376854595 0.5795519816197587 0.2994652406417112 0.9777131782945736 0.9640062597809077 0.41183673469387755 0.632 0.0 0.568 0.0 0.5790792482471575 0.6023529411764705 0.504398826979472 0.4383561643835616 0.945054945054945 0.9624060150375939 0.344 0.555 0.0 0.521 0.0 0.5026086956521738 0.47619047619047616 0.5599999999999999 0.31746031746031744 0.9655172413793104 0.9523809523809523 0.39436619718309857 0.665 0.0 0.585 0.0 0.6418265680584394 0.6848249027237354 0.4255319148936171 0.5301204819277109 0.9090909090909091 0.967032967032967 0.2777777777777778 0.557 0.0 0.546 0.0 0.6164892647285681 0.6522781774580336 0.4912280701754386 0.4981684981684982 0.8974358974358975 0.9444444444444444 0.33816425120772947 0.403 0.0 0.443 0.0 0.434821359373789 0.4117647058823529 0.49494949494949486 0.2631578947368421 0.9607843137254902 0.9459459459459459 0.3333333333333333 0.597 0.0 0.595 0.0 0.7636431729588429 0.8178137651821863 0.48275862068965514 0.7214285714285714 0.7777777777777778 0.9439252336448598 0.35 0.3930000066757202
cross-encoder/stsb-roberta-large_mask 4 0.705 0.0 0.729 0.0 0.8162438991382167 0.8781370110784535 0.6928774928774929 0.944093339815265 0.5891472868217055 0.8207945900253593 0.8409405255878285 0.625 0.0 0.664 0.0 0.8089284855548232 0.8942307692307692 0.5352112676056338 0.9554794520547946 0.4175824175824176 0.8403614457831325 0.7450980392156863 0.714 0.0 0.738 0.0 0.8413873558576749 0.8947368421052632 0.7254901960784312 0.9444444444444444 0.6379310344827587 0.85 0.8409090909090909 0.502 0.0 0.457 0.0 0.7539190365233991 0.8938547486033519 0.05 0.963855421686747 0.030303030303030304 0.8333333333333334 0.14285714285714285 0.67 0.0 0.698 0.0 0.8431066445506878 0.9025270758122744 0.6351351351351351 0.9157509157509157 0.6025641025641025 0.8896797153024911 0.6714285714285714 0.592 0.0 0.641 0.0 0.8066348715930011 0.8708487084870848 0.6391752577319587 0.8872180451127819 0.6078431372549019 0.855072463768116 0.6739130434782609 0.666 0.0 0.747 0.0 0.8834843304453242 0.9328621908127208 0.627450980392157 0.9428571428571428 0.5925925925925926 0.9230769230769231 0.6666666666666666 0.3930000066757202
cross-encoder/quora-distilroberta-base 4 0.221 0.0 0.111 0.0 0.5019071440832109 0.4822597313124355 0.5410687022900764 0.3403014098201264 0.8585271317829457 0.8274231678486997 0.3950066874721355 0.477 0.0 0.284 0.0 0.6429463762807542 0.6838709677419355 0.5116279069767441 0.5445205479452054 0.8461538461538461 0.9190751445086706 0.36666666666666664 0.263 0.0 0.165 0.025 0.537101962975092 0.5355191256830601 0.5405405405405406 0.3888888888888889 0.8620689655172413 0.8596491228070176 0.3937007874015748 0.568 0.0 0.407 0.0 0.7279679148985327 0.7801418439716312 0.46551724137931033 0.6626506024096386 0.8181818181818182 0.9482758620689655 0.3253012048192771 0.386 0.0 0.264 0.0 0.5482312607137291 0.5806451612903225 0.4347826086956522 0.42857142857142855 0.8333333333333334 0.9 0.29411764705882354 0.19 0.01 0.022 0.763 0.5000270483315044 0.5154639175257731 0.45977011494252873 0.37593984962406013 0.7843137254901961 0.819672131147541 0.3252032520325203 0.513 0.0 0.557 0.0 0.6021602727559235 0.6411483253588517 0.4 0.4785714285714286 0.9259259259259259 0.9710144927536232 0.25510204081632654 0.0010000000474974513
cross-encoder/quora-distilroberta-base_mask 4 0.377 0.0 0.224 0.0 0.6790866299792812 0.8280571073867163 0.3821561338289962 0.9727758872143899 0.24903100775193798 0.720821325648415 0.8210862619808307 0.335 0.0 0.165 0.001 0.7191179779225142 0.8702290076335878 0.23423423423423423 0.976027397260274 0.14285714285714285 0.7851239669421488 0.65 0.42 0.0 0.186 0.011 0.6664579314438345 0.8259385665529011 0.32 0.9603174603174603 0.20689655172413793 0.7245508982035929 0.7058823529411765 0.179 0.012 0.136 0.056 0.7650360457906475 0.9060773480662982 0.05555555555555555 0.9879518072289156 0.030303030303030304 0.8367346938775511 0.3333333333333333 0.362 0.0 0.273 0.0 0.7866383129541024 0.8771929824561403 0.46969696969696967 0.9157509157509157 0.3974358974358974 0.8417508417508418 0.5740740740740741 0.263 0.0 0.151 0.041 0.7021320574596754 0.8417508417508418 0.33802816901408456 0.9398496240601504 0.23529411764705882 0.7621951219512195 0.6 0.517 0.0 0.473 0.0 0.8684119780615314 0.9157509157509158 0.6229508196721312 0.8928571428571429 0.7037037037037037 0.9398496240601504 0.5588235294117647 0.0010000000474974513
cross-encoder/quora-roberta-base 4 0.292 0.0 0.246 0.0 0.28186044569610746 0.1613909942041908 0.521982210927573 0.08799222168206125 0.9951550387596899 0.9731182795698925 0.35377196004133654 0.461 0.0 0.35 0.0 0.3674979742504727 0.35 0.4236453201970443 0.21575342465753425 0.945054945054945 0.9264705882352942 0.273015873015873 0.249 0.001 0.221 0.003 0.2380267003888029 0.11940298507462686 0.4957264957264957 0.06349206349206349 1.0 1.0 0.32954545454545453 0.542 0.0 0.47 0.0 0.4600032473542854 0.4867256637168142 0.32558139534883723 0.3313253012048193 0.8484848484848485 0.9166666666666666 0.2014388489208633 0.405 0.0 0.36 0.0 0.22487708377634724 0.17940199335548174 0.38403990024937656 0.0989010989010989 0.9871794871794872 0.9642857142857143 0.23839009287925697 0.218 0.003 0.211 0.004 0.22413086611456173 0.13888888888888887 0.44642857142857145 0.07518796992481203 0.9803921568627451 0.9090909090909091 0.28901734104046245 0.526 0.0 0.524 0.0 0.23087281121660383 0.21656050955414013 0.3050847457627119 0.12142857142857143 1.0 1.0 0.18 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 4 0.521 0.0 0.275 0.0 0.7689866359248206 0.8370353051204115 0.6333508679642293 0.8701993193971803 0.5833333333333334 0.8063063063063063 0.6927502876869965 0.409 0.0 0.194 0.0 0.7730334392399887 0.86 0.4939759036144578 0.8835616438356164 0.45054945054945056 0.8376623376623377 0.5466666666666666 0.519 0.0 0.217 0.003 0.7864766991829437 0.8470588235294119 0.6548672566371682 0.8571428571428571 0.6379310344827587 0.8372093023255814 0.6727272727272727 0.226 0.001 0.07 0.329 0.750396774685569 0.8695652173913043 0.15094339622641512 0.9036144578313253 0.12121212121212122 0.8379888268156425 0.2 0.522 0.0 0.368 0.0 0.8002008788449465 0.8609523809523809 0.5875706214689265 0.8278388278388278 0.6666666666666666 0.8968253968253969 0.5252525252525253 0.38 0.0 0.241 0.001 0.7453232396441457 0.8226415094339623 0.5436893203883495 0.8195488721804511 0.5490196078431373 0.8257575757575758 0.5384615384615384 0.592 0.0 0.584 0.0 0.8593623563683445 0.9 0.6486486486486487 0.8357142857142857 0.8888888888888888 0.975 0.5106382978723404 0.0020000000949949026
cross-encoder/quora-roberta-large 4 0.261 0.0 0.198 0.0 0.46082495611386654 0.41899852724595 0.5441941074523398 0.2766164316966456 0.9127906976744186 0.8634294385432474 0.38765432098765434 0.492 0.0 0.313 0.0 0.6022894275817423 0.6351351351351352 0.4968944099378882 0.4828767123287671 0.8791208791208791 0.9276315789473685 0.3463203463203463 0.265 0.0 0.164 0.026 0.45417485698281723 0.4216867469879519 0.5247524752475247 0.2777777777777778 0.9137931034482759 0.875 0.3680555555555556 0.581 0.0 0.505 0.0 0.7107534073243919 0.762589928057554 0.45000000000000007 0.6385542168674698 0.8181818181818182 0.9464285714285714 0.3103448275862069 0.42 0.0 0.373 0.0 0.5471465928318721 0.5736040609137055 0.4545454545454546 0.4139194139194139 0.8974358974358975 0.9338842975206612 0.30434782608695654 0.208 0.005 0.201 0.006 0.43384078557312244 0.4204545454545454 0.46875 0.2781954887218045 0.8823529411764706 0.8604651162790697 0.3191489361702128 0.485 0.0 0.559 0.0 0.6542072451111696 0.6972477064220183 0.43103448275862066 0.5428571428571428 0.9259259259259259 0.9743589743589743 0.2808988764044944 0.006000000052154064
cross-encoder/quora-roberta-large_mask 4 0.499 0.0 0.269 0.0 0.6729494767055045 0.8228452751817238 0.37417461482024944 0.9630529897909577 0.24709302325581395 0.7182741116751269 0.770392749244713 0.47 0.0 0.22 0.0 0.729420531750594 0.8707692307692309 0.27586206896551724 0.9691780821917808 0.17582417582417584 0.7905027932960894 0.64 0.541 0.0 0.232 0.001 0.6841032608695653 0.826388888888889 0.375 0.9444444444444444 0.25862068965517243 0.7345679012345679 0.6818181818181818 0.36 0.0 0.139 0.05 0.7650360457906475 0.9060773480662982 0.05555555555555555 0.9879518072289156 0.030303030303030304 0.8367346938775511 0.3333333333333333 0.512 0.0 0.365 0.0 0.7660921489429491 0.8646748681898067 0.42105263157894735 0.9010989010989011 0.358974358974359 0.831081081081081 0.509090909090909 0.354 0.0 0.253 0.001 0.6589719354369638 0.822742474916388 0.23188405797101447 0.924812030075188 0.1568627450980392 0.7409638554216867 0.4444444444444444 0.56 0.0 0.55 0.0 0.8648536260811709 0.911111111111111 0.625 0.8785714285714286 0.7407407407407407 0.9461538461538461 0.5405405405405406 0.006000000052154064
all-mpnet-base-v2 5 0.563 0.0 0.553 0.0 0.5797756541760412 0.5764627659574468 0.5811965811965812 0.9548458149779736 0.4175720358998583 0.41285714285714287 0.9556756756756757 0.433 0.0 0.471 0.0 0.45978078992433064 0.43734643734643736 0.46620046620046623 0.956989247311828 0.3076923076923077 0.28343949044585987 0.9615384615384616 0.471 0.0 0.495 0.0 0.5607016885553471 0.575609756097561 0.5538461538461538 0.9365079365079365 0.39416058394160586 0.4154929577464789 0.9310344827586207 0.435 0.0 0.509 0.0 0.37993312386990286 0.297029702970297 0.39316239316239315 1.0 0.24468085106382978 0.1744186046511628 1.0 0.558 0.0 0.579 0.0 0.6744868035190617 0.7701612903225806 0.5681818181818182 0.955 0.4166666666666667 0.6452702702702703 0.8928571428571429 0.563 0.0 0.575 0.0 0.6144500050045041 0.5979381443298969 0.6213592233009709 0.9830508474576272 0.45390070921985815 0.42962962962962964 0.9846153846153847 0.314 0.0 0.398 0.0 0.7721397579356017 0.8807947019867549 0.37931034482758624 0.9432624113475178 0.28205128205128205 0.8260869565217391 0.5789473684210527 0.633
all-mpnet-base-v2_mask 5 0.68 0.0 0.692 0.0 0.7865129273246311 0.6884024219841639 0.8285933897002306 0.8138766519823789 0.7638167217760983 0.5964487489911219 0.9053751399776035 0.657 0.0 0.706 0.0 0.836667676201364 0.6756756756756758 0.8827361563517916 0.8064516129032258 0.8338461538461538 0.5813953488372093 0.9377162629757786 0.657 0.0 0.687 0.0 0.8046153846153846 0.7142857142857143 0.8461538461538463 0.7936507936507936 0.8029197080291971 0.6493506493506493 0.8943089430894309 0.614 0.0 0.72 0.0 0.8683409754327679 0.6097560975609756 0.9096045197740114 0.8333333333333334 0.8563829787234043 0.4807692307692308 0.9698795180722891 0.686 0.0 0.696 0.0 0.8229088357363824 0.8393285371702637 0.80466472303207 0.875 0.7666666666666667 0.8064516129032258 0.8466257668711656 0.692 0.0 0.691 0.0 0.826173249253236 0.7391304347826088 0.8625954198473283 0.864406779661017 0.8014184397163121 0.6455696202531646 0.9338842975206612 0.444 0.0 0.506 0.0 0.8300411522633746 0.888888888888889 0.617283950617284 0.8794326241134752 0.6410256410256411 0.8985507246376812 0.5952380952380952 0.633
multi-qa-mpnet-base-dot-v1 5 0.543 0.0 0.533 0.0 0.5495320052113829 0.5613238157040882 0.5444743935309974 0.9526431718061674 0.38167217760982525 0.3978840846366145 0.9494712103407755 0.397 0.0 0.44 0.0 0.46449886162804827 0.44226044226044225 0.47086247086247085 0.967741935483871 0.31076923076923074 0.28662420382165604 0.9711538461538461 0.481 0.0 0.486 0.0 0.5343321046164649 0.5687203791469194 0.5185185185185185 0.9523809523809523 0.35766423357664234 0.40540540540540543 0.9423076923076923 0.329 0.0 0.429 0.0 0.41582724833052487 0.30612244897959184 0.43333333333333335 1.0 0.2765957446808511 0.18072289156626506 1.0 0.541 0.0 0.561 0.0 0.6619305262017898 0.7673956262425448 0.5447470817120622 0.965 0.3888888888888889 0.636963696369637 0.9090909090909091 0.57 0.0 0.567 0.0 0.5916401640164016 0.5858585858585859 0.594059405940594 0.9830508474576272 0.425531914893617 0.4172661870503597 0.9836065573770492 0.2 0.007 0.311 0.0 0.7722305017386984 0.8852459016393442 0.3636363636363636 0.9574468085106383 0.2564102564102564 0.823170731707317 0.625 0.501
multi-qa-mpnet-base-dot-v1_mask 5 0.659 0.0 0.667 0.0 0.7877155397364337 0.6864966949952784 0.8311291963377417 0.8006607929515418 0.771846953235711 0.6008264462809917 0.9002754820936639 0.588 0.0 0.637 0.0 0.8237925306652543 0.6548672566371682 0.8721311475409836 0.7956989247311828 0.8184615384615385 0.556390977443609 0.9333333333333333 0.671 0.0 0.686 0.0 0.8232085561497325 0.7352941176470589 0.8636363636363636 0.7936507936507936 0.8321167883211679 0.684931506849315 0.8976377952755905 0.474 0.0 0.543 0.0 0.8310972052818582 0.5333333333333333 0.8786127167630058 0.8 0.8085106382978723 0.4 0.9620253164556962 0.627 0.0 0.642 0.0 0.8012622629241832 0.8226950354609929 0.7774480712166171 0.87 0.7277777777777777 0.7802690582959642 0.8343949044585988 0.648 0.0 0.668 0.0 0.8317855296454519 0.7552447552447552 0.8638132295719846 0.9152542372881356 0.7872340425531915 0.6428571428571429 0.9568965517241379 0.279 0.0 0.364 0.0 0.7797619047619047 0.8571428571428571 0.5 0.851063829787234 0.5128205128205128 0.8633093525179856 0.4878048780487805 0.501
all-distilroberta-v1 5 0.591 0.0 0.586 0.0 0.5970607709822454 0.585974376264329 0.6018158236057068 0.9570484581497798 0.4383561643835616 0.42225461613216714 0.9596690796277145 0.399 0.0 0.452 0.0 0.5216925308040818 0.45833333333333326 0.5398230088495576 0.946236559139785 0.37538461538461537 0.3024054982817869 0.9606299212598425 0.557 0.0 0.552 0.0 0.5767226890756302 0.5882352941176471 0.5714285714285714 0.9523809523809523 0.40875912408759124 0.425531914893617 0.9491525423728814 0.203 0.003 0.309 0.0 0.4874808868501529 0.31111111111111106 0.515625 0.9333333333333333 0.35106382978723405 0.18666666666666668 0.9705882352941176 0.612 0.0 0.631 0.0 0.6942511471860418 0.7888446215139443 0.5891472868217055 0.99 0.4222222222222222 0.6556291390728477 0.9743589743589743 0.576 0.0 0.598 0.0 0.6299279116918225 0.6113989637305699 0.6376811594202899 1.0 0.46808510638297873 0.44029850746268656 1.0 0.392 0.0 0.493 0.0 0.7897138143283202 0.8996763754045307 0.392156862745098 0.9858156028368794 0.2564102564102564 0.8273809523809523 0.8333333333333334 0.613
all-distilroberta-v1_mask 5 0.695 0.0 0.709 0.0 0.8283722864882779 0.7312373225152131 0.8700343305541932 0.7940528634361234 0.8379782711384034 0.6776315789473685 0.90464048954615 0.699 0.0 0.738 0.0 0.8735132216405934 0.7272727272727272 0.9153605015673981 0.7741935483870968 0.8984615384615384 0.6857142857142857 0.9329073482428115 0.715 0.0 0.717 0.0 0.8371791839148434 0.7518796992481204 0.8764044943820224 0.7936507936507936 0.8540145985401459 0.7142857142857143 0.9 0.609 0.0 0.718 0.0 0.9067256095125232 0.6769230769230768 0.9433962264150944 0.7333333333333333 0.9308510638297872 0.6285714285714286 0.9562841530054644 0.719 0.0 0.732 0.0 0.8393341203818101 0.8493827160493828 0.8281690140845069 0.86 0.8166666666666667 0.8390243902439024 0.84 0.671 0.0 0.69 0.0 0.833515625 0.7343750000000001 0.875 0.7966101694915254 0.8439716312056738 0.6811594202898551 0.9083969465648855 0.519 0.0 0.622 0.0 0.8531642816754381 0.9025270758122743 0.674698795180723 0.8865248226950354 0.717948717948718 0.9191176470588235 0.6363636363636364 0.613
all-MiniLM-L12-v2 5 0.556 0.0 0.549 0.0 0.5415014223978825 0.5618193465727098 0.5327868852459017 0.9658590308370044 0.3684459140292867 0.3961156278229449 0.9617755856966708 0.397 0.0 0.421 0.0 0.45203211186545 0.4313725490196079 0.45794392523364486 0.946236559139785 0.30153846153846153 0.27936507936507937 0.9514563106796117 0.491 0.0 0.47 0.0 0.5405263157894737 0.5714285714285714 0.5263157894736842 0.9523809523809523 0.36496350364963503 0.40816326530612246 0.9433962264150944 0.29 0.0 0.381 0.0 0.38677422595393446 0.2828282828282828 0.4033613445378151 0.9333333333333333 0.2553191489361702 0.16666666666666666 0.96 0.581 0.0 0.602 0.0 0.6409522624528224 0.7659574468085107 0.5020576131687243 0.99 0.3388888888888889 0.6246056782334385 0.9682539682539683 0.585 0.0 0.6 0.0 0.5741181029525738 0.5771144278606966 0.5728643216080402 0.9830508474576272 0.40425531914893614 0.4084507042253521 0.9827586206896551 0.267 0.0 0.368 0.0 0.7334867663981588 0.8860759493670887 0.18181818181818182 0.9929078014184397 0.10256410256410256 0.8 0.8 0.61
all-MiniLM-L12-v2_mask 5 0.703 0.0 0.715 0.0 0.8332550763201423 0.7354306343476019 0.8752128435903673 0.7852422907488987 0.8497874350495985 0.6915615906886518 0.9022066198595787 0.669 0.0 0.72 0.0 0.8705337687191699 0.717948717948718 0.9141965678627145 0.7526881720430108 0.9015384615384615 0.6862745098039216 0.9272151898734177 0.704 0.0 0.707 0.0 0.8366153977127614 0.7480916030534351 0.8773234200743494 0.7777777777777778 0.8613138686131386 0.7205882352941176 0.8939393939393939 0.577 0.0 0.688 0.0 0.901693671697741 0.65625 0.9408602150537634 0.7 0.9308510638297872 0.6176470588235294 0.9510869565217391 0.719 0.0 0.729 0.0 0.8365876254808142 0.8480392156862744 0.8238636363636364 0.865 0.8055555555555556 0.8317307692307693 0.8430232558139535 0.682 0.0 0.708 0.0 0.8427435986560075 0.746031746031746 0.8832116788321168 0.7966101694915254 0.8581560283687943 0.7014925373134329 0.9097744360902256 0.469 0.0 0.575 0.0 0.8333333333333334 0.8936170212765957 0.6153846153846154 0.8936170212765957 0.6153846153846154 0.8936170212765957 0.6153846153846154 0.61
multi-qa-distilbert-cos-v1 5 0.568 0.0 0.561 0.0 0.4819190492810423 0.5437424058323208 0.4554024655547499 0.98568281938326 0.2966461974492206 0.37541946308724833 0.9797191887675507 0.45 0.0 0.449 0.0 0.39343695431129794 0.4222737819025522 0.3851851851851852 0.978494623655914 0.24 0.2692307692307692 0.975 0.5 0.0 0.48 0.0 0.4595738636363636 0.5446428571428571 0.42045454545454547 0.9682539682539683 0.27007299270072993 0.37888198757763975 0.9487179487179487 0.394 0.0 0.431 0.0 0.3486900434242636 0.2898550724637681 0.35807860262008734 1.0 0.21808510638297873 0.1694915254237288 1.0 0.546 0.0 0.573 0.0 0.6110652807567507 0.7575757575757575 0.4482758620689655 1.0 0.28888888888888886 0.6097560975609756 1.0 0.557 0.0 0.569 0.0 0.5480606242647242 0.5700483091787439 0.5388601036269429 1.0 0.36879432624113473 0.39864864864864863 1.0 0.252 0.001 0.293 0.0 0.6881619937694705 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0 0.634
multi-qa-distilbert-cos-v1_mask 5 0.703 0.0 0.717 0.0 0.8236341352128886 0.7305801376597836 0.8635458167330679 0.8182819383259912 0.8190836088804913 0.6598579040852576 0.9131121642969984 0.672 0.0 0.694 0.0 0.836808997936461 0.6635071090047393 0.8864 0.7526881720430108 0.8523076923076923 0.5932203389830508 0.9233333333333333 0.69 0.0 0.697 0.0 0.8128144989339019 0.7164179104477612 0.8571428571428572 0.7619047619047619 0.8321167883211679 0.676056338028169 0.8837209302325582 0.607 0.0 0.651 0.0 0.8617500921812081 0.5714285714285714 0.9080779944289693 0.7333333333333333 0.8670212765957447 0.46808510638297873 0.9532163742690059 0.696 0.0 0.705 0.0 0.8410824166335804 0.8578199052132701 0.8224852071005917 0.905 0.7722222222222223 0.8153153153153153 0.879746835443038 0.68 0.0 0.692 0.0 0.8633504273504273 0.7846153846153846 0.8962962962962963 0.864406779661017 0.8581560283687943 0.7183098591549296 0.937984496124031 0.414 0.0 0.477 0.0 0.812194466827827 0.8904109589041096 0.5294117647058824 0.9219858156028369 0.46153846153846156 0.8609271523178808 0.6206896551724138 0.634
all-MiniLM-L6-v2 5 0.577 0.0 0.571 0.0 0.515492705668961 0.5544801748360912 0.4987706357569372 0.9779735682819384 0.3353802550779405 0.3869281045751634 0.9726027397260274 0.414 0.0 0.461 0.0 0.4675061569502965 0.4433497536945813 0.47441860465116276 0.967741935483871 0.31384615384615383 0.28753993610223644 0.9714285714285714 0.507 0.0 0.496 0.0 0.5064956812973735 0.5622119815668203 0.4808743169398907 0.9682539682539683 0.32116788321167883 0.3961038961038961 0.9565217391304348 0.248 0.0 0.371 0.0 0.4472378311103564 0.30687830687830686 0.4696356275303643 0.9666666666666667 0.30851063829787234 0.18238993710691823 0.9830508474576272 0.527 0.0 0.566 0.0 0.6166906628272809 0.7580952380952382 0.45957446808510644 0.995 0.3 0.6123076923076923 0.9818181818181818 0.559 0.0 0.582 0.0 0.5501575984990619 0.5658536585365853 0.5435897435897437 0.9830508474576272 0.375886524822695 0.3972602739726027 0.9814814814814815 0.16 0.032 0.212 0.004 0.7011458333333334 0.8812500000000001 0.05 1.0 0.02564102564102564 0.7877094972067039 1.0 0.626
all-MiniLM-L6-v2_mask 5 0.706 0.0 0.721 0.0 0.8286276524662027 0.7331319234642497 0.8695866141732284 0.801762114537445 0.8346717052432687 0.6753246753246753 0.9075500770416025 0.653 0.0 0.708 0.0 0.863699681427595 0.7040816326530613 0.9093749999999999 0.7419354838709677 0.8953846153846153 0.6699029126213593 0.9238095238095239 0.674 0.0 0.679 0.0 0.808188679245283 0.7111111111111111 0.8528301886792453 0.7619047619047619 0.8248175182481752 0.6666666666666666 0.8828125 0.554 0.0 0.694 0.0 0.9134422218880032 0.6885245901639343 0.9493333333333333 0.7 0.9468085106382979 0.6774193548387096 0.9518716577540107 0.697 0.0 0.709 0.0 0.8327309190121959 0.8524590163934426 0.8108108108108107 0.91 0.75 0.801762114537445 0.8823529411764706 0.666 0.0 0.696 0.0 0.8354545454545453 0.75 0.8712121212121211 0.864406779661017 0.8156028368794326 0.6623376623376623 0.9349593495934959 0.406 0.0 0.488 0.0 0.8308730514467852 0.9003436426116839 0.5797101449275363 0.9290780141843972 0.5128205128205128 0.8733333333333333 0.6666666666666666 0.626
multi-qa-MiniLM-L6-cos-v1 5 0.57 0.0 0.562 0.0 0.5030142928696648 0.5497835497835498 0.4829545454545455 0.9790748898678414 0.32120925838450637 0.382201203783319 0.9728183118741058 0.398 0.0 0.437 0.0 0.4017520416975305 0.4215456674473068 0.3960880195599022 0.967741935483871 0.24923076923076923 0.2694610778443114 0.9642857142857143 0.467 0.0 0.47 0.0 0.49338000454098235 0.5570776255707762 0.46408839779005523 0.9682539682539683 0.30656934306569344 0.391025641025641 0.9545454545454546 0.297 0.0 0.392 0.0 0.3333998811425175 0.27884615384615385 0.3421052631578947 0.9666666666666667 0.2074468085106383 0.16292134831460675 0.975 0.498 0.0 0.537 0.0 0.6145208408522925 0.7557251908396948 0.45762711864406774 0.99 0.3 0.6111111111111112 0.9642857142857143 0.543 0.0 0.559 0.0 0.5501575984990619 0.5658536585365853 0.5435897435897437 0.9830508474576272 0.375886524822695 0.3972602739726027 0.9814814814814815 0.162 0.03 0.211 0.004 0.6981344139460204 0.877742946708464 0.048780487804878044 0.9929078014184397 0.02564102564102564 0.7865168539325843 0.5 0.622
multi-qa-MiniLM-L6-cos-v1_mask 5 0.704 0.0 0.719 0.0 0.8312495174423127 0.7374245472837022 0.8714918759231906 0.8072687224669604 0.8360888049126122 0.6787037037037037 0.910025706940874 0.627 0.0 0.676 0.0 0.8580334853933251 0.6875 0.9068322981366459 0.7096774193548387 0.8984615384615384 0.6666666666666666 0.9153605015673981 0.64 0.0 0.658 0.0 0.8107858455882352 0.7031250000000001 0.8602941176470588 0.7142857142857143 0.8540145985401459 0.6923076923076923 0.8666666666666667 0.546 0.0 0.647 0.0 0.901693671697741 0.65625 0.9408602150537634 0.7 0.9308510638297872 0.6176470588235294 0.9510869565217391 0.665 0.0 0.682 0.0 0.8120307073782453 0.8313539192399051 0.7905604719764011 0.875 0.7444444444444445 0.7918552036199095 0.8427672955974843 0.671 0.0 0.703 0.0 0.834574853007689 0.7424242424242425 0.873134328358209 0.8305084745762712 0.8297872340425532 0.6712328767123288 0.9212598425196851 0.342 0.0 0.402 0.0 0.7868008512435629 0.8719723183391003 0.47887323943661975 0.8936170212765957 0.4358974358974359 0.8513513513513513 0.53125 0.622
paraphrase-multilingual-mpnet-base-v2 5 0.591 0.0 0.57 0.0 0.540762246087639 0.56524506683641 0.5302613480055021 0.9779735682819384 0.3641946150212565 0.39749328558639213 0.9747155499367889 0.554 0.0 0.559 0.0 0.5308907513655418 0.46875 0.5486725663716814 0.967741935483871 0.38153846153846155 0.30927835051546393 0.9763779527559056 0.569 0.0 0.544 0.0 0.5090571967316153 0.5581395348837209 0.48648648648648646 0.9523809523809523 0.3284671532846715 0.39473684210526316 0.9375 0.486 0.0 0.531 0.0 0.5591826784566629 0.35502958579881655 0.5917602996254682 1.0 0.42021276595744683 0.2158273381294964 1.0 0.58 0.0 0.615 0.0 0.6650705645161289 0.7773437499999999 0.5403225806451613 0.995 0.37222222222222223 0.6378205128205128 0.9852941176470589 0.597 0.0 0.601 0.0 0.6354847756410257 0.6145833333333334 0.6442307692307693 1.0 0.475177304964539 0.44360902255639095 1.0 0.185 0.013 0.269 0.0 0.6854166666666667 0.875 0.0 0.9929078014184397 0.0 0.7821229050279329 0.0 0.516
paraphrase-multilingual-mpnet-base-v2_mask 5 0.717 0.0 0.726 0.0 0.8403419884837748 0.7581508515815085 0.8755944931163955 0.8579295154185022 0.8261691072272083 0.6791630340017437 0.9313099041533547 0.708 0.0 0.727 0.0 0.8796623804288597 0.7475728155339806 0.9174603174603175 0.8279569892473119 0.8892307692307693 0.6814159292035398 0.9475409836065574 0.726 0.0 0.727 0.0 0.8288252156895173 0.7482014388489208 0.8659003831417624 0.8253968253968254 0.8248175182481752 0.6842105263157895 0.9112903225806451 0.606 0.0 0.688 0.0 0.9253523536193872 0.746268656716418 0.9539295392953929 0.8333333333333334 0.9361702127659575 0.6756756756756757 0.9723756906077348 0.702 0.0 0.729 0.0 0.8380410485673643 0.8571428571428572 0.8168168168168167 0.915 0.7555555555555555 0.8061674008810573 0.8888888888888888 0.696 0.0 0.709 0.0 0.8438290598290599 0.7538461538461537 0.8814814814814815 0.8305084745762712 0.8439716312056738 0.6901408450704225 0.9224806201550387 0.408 0.0 0.525 0.0 0.8237774571107905 0.9023569023569024 0.5396825396825398 0.950354609929078 0.4358974358974359 0.8589743589743589 0.7083333333333334 0.516
paraphrase-albert-small-v2 5 0.556 0.0 0.541 0.0 0.4540201464860809 0.5329752312742465 0.4201556131900704 0.9834801762114538 0.26783183750590456 0.36553417928776094 0.9742268041237113 0.491 0.0 0.48 0.0 0.44620520364062416 0.43583535108958843 0.44917257683215134 0.967741935483871 0.2923076923076923 0.28125 0.9693877551020408 0.451 0.0 0.433 0.0 0.42784930355733236 0.5286343612334801 0.38150289017341044 0.9523809523809523 0.24087591240875914 0.36585365853658536 0.9166666666666666 0.472 0.0 0.497 0.0 0.4721349511689849 0.32258064516129037 0.496 1.0 0.32978723404255317 0.19230769230769232 1.0 0.498 0.0 0.54 0.0 0.6028497716916507 0.7514231499051234 0.43776824034334766 0.99 0.2833333333333333 0.6055045871559633 0.9622641509433962 0.575 0.0 0.586 0.0 0.5317067307692307 0.5576923076923076 0.5208333333333334 0.9830508474576272 0.3546099290780142 0.38926174496644295 0.9803921568627451 0.043 0.566 0.062 0.408 0.6981344139460204 0.877742946708464 0.048780487804878044 0.9929078014184397 0.02564102564102564 0.7865168539325843 0.5 0.63
paraphrase-albert-small-v2_mask 5 0.685 0.0 0.692 0.0 0.7802684497884949 0.6929902395740906 0.8177028451001053 0.8601321585903083 0.733112895606991 0.5802377414561665 0.9243597379392495 0.678 0.0 0.678 0.0 0.8331575799546714 0.6754385964912281 0.8782894736842105 0.8279569892473119 0.8215384615384616 0.5703703703703704 0.9434628975265018 0.668 0.0 0.641 0.0 0.7632269587997143 0.6797385620915032 0.8016194331983806 0.8253968253968254 0.7226277372262774 0.5777777777777777 0.9 0.6 0.0 0.668 0.0 0.8944064652214796 0.6666666666666667 0.930747922437673 0.8333333333333334 0.8936170212765957 0.5555555555555556 0.9710982658959537 0.666 0.0 0.681 0.0 0.8219197985456533 0.8438228438228438 0.797583081570997 0.905 0.7333333333333333 0.7903930131004366 0.8741721854304636 0.681 0.0 0.689 0.0 0.8315027793751198 0.7517730496453902 0.8648648648648649 0.8983050847457628 0.7943262411347518 0.6463414634146342 0.9491525423728814 0.386 0.0 0.441 0.0 0.8166666666666665 0.8888888888888887 0.5555555555555556 0.9078014184397163 0.5128205128205128 0.8707482993197279 0.6060606060606061 0.63
paraphrase-multilingual-MiniLM-L12-v2 5 0.616 0.0 0.59 0.0 0.550890318397612 0.5697786333012512 0.5427889532901465 0.9779735682819384 0.37600377893245157 0.40199185151652334 0.9754901960784313 0.496 0.0 0.524 0.0 0.5336117188564902 0.4603174603174603 0.554585152838428 0.9354838709677419 0.39076923076923076 0.30526315789473685 0.9548872180451128 0.553 0.0 0.515 0.0 0.5012284401596746 0.5446009389671361 0.481283422459893 0.9206349206349206 0.3284671532846715 0.38666666666666666 0.9 0.358 0.0 0.475 0.0 0.5702599644845491 0.3515151515151515 0.6051660516605167 0.9666666666666667 0.43617021276595747 0.21481481481481482 0.9879518072289156 0.57 0.0 0.612 0.0 0.6673611604359527 0.7797270955165693 0.5425101214574899 1.0 0.37222222222222223 0.6389776357827476 1.0 0.597 0.0 0.603 0.0 0.6354847756410257 0.6145833333333334 0.6442307692307693 1.0 0.475177304964539 0.44360902255639095 1.0 0.161 0.03 0.239 0.001 0.6881619937694705 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0 0.557
paraphrase-multilingual-MiniLM-L12-v2_mask 5 0.705 0.0 0.709 0.0 0.8162036270559163 0.726145038167939 0.8548305513404149 0.8381057268722467 0.7982994803967879 0.6405723905723906 0.9199782253674469 0.696 0.0 0.728 0.0 0.874299583370258 0.7326732673267325 0.9148264984227129 0.7956989247311828 0.8923076923076924 0.6788990825688074 0.9385113268608414 0.697 0.0 0.687 0.0 0.7948461538461538 0.7000000000000001 0.8384615384615385 0.7777777777777778 0.7956204379562044 0.6363636363636364 0.8861788617886179 0.608 0.0 0.726 0.0 0.9456947836036672 0.8064516129032259 0.9679144385026738 0.8333333333333334 0.9627659574468085 0.78125 0.9731182795698925 0.69 0.0 0.717 0.0 0.8354706450701267 0.8544600938967136 0.8143712574850299 0.91 0.7555555555555555 0.8053097345132744 0.8831168831168831 0.684 0.0 0.696 0.0 0.8386861752338453 0.744186046511628 0.8782287822878229 0.8135593220338984 0.8439716312056738 0.6857142857142857 0.9153846153846154 0.392 0.0 0.497 0.0 0.8237774571107905 0.9023569023569024 0.5396825396825398 0.950354609929078 0.4358974358974359 0.8589743589743589 0.7083333333333334 0.557
paraphrase-MiniLM-L3-v2 5 0.53 0.0 0.52 0.0 0.5008046010072718 0.5464684014869889 0.481218993621545 0.9713656387665198 0.3207368918280586 0.38017241379310346 0.9631205673758865 0.406 0.0 0.399 0.0 0.3653465741684397 0.4045977011494253 0.35411471321695764 0.946236559139785 0.21846153846153846 0.2573099415204678 0.9342105263157895 0.426 0.0 0.401 0.0 0.44167324627998783 0.5225225225225224 0.40449438202247195 0.9206349206349206 0.26277372262773724 0.36477987421383645 0.8780487804878049 0.338 0.0 0.392 0.0 0.3094686107346345 0.28169014084507044 0.3139013452914798 1.0 0.18617021276595744 0.16393442622950818 1.0 0.476 0.0 0.532 0.0 0.6128138421514447 0.7566539923954373 0.45299145299145305 0.995 0.29444444444444445 0.6104294478527608 0.9814814814814815 0.453 0.0 0.495 0.0 0.5501575984990619 0.5658536585365853 0.5435897435897437 0.9830508474576272 0.375886524822695 0.3972602739726027 0.9814814814814815 0.061 0.412 0.16 0.031 0.6881619937694705 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0 0.606
paraphrase-MiniLM-L3-v2_mask 5 0.678 0.0 0.697 0.0 0.8294849450921439 0.7205169628432957 0.8762222752206058 0.736784140969163 0.867737364194615 0.7049525816649105 0.8848747591522158 0.651 0.0 0.663 0.0 0.8352424240978674 0.6310160427807486 0.8936825885978429 0.6344086021505376 0.8923076923076924 0.6276595744680851 0.8950617283950617 0.628 0.0 0.623 0.0 0.7916752136752137 0.676923076923077 0.8444444444444443 0.6984126984126984 0.8321167883211679 0.6567164179104478 0.8571428571428571 0.602 0.0 0.644 0.0 0.8733776781767059 0.5263157894736842 0.9287598944591029 0.5 0.9361702127659575 0.5555555555555556 0.9214659685863874 0.659 0.0 0.679 0.0 0.797496161585667 0.8010335917312661 0.7935656836461127 0.775 0.8222222222222222 0.8288770053475936 0.7668393782383419 0.627 0.0 0.647 0.0 0.82 0.6949152542372882 0.8723404255319149 0.6949152542372882 0.8723404255319149 0.6949152542372882 0.8723404255319149 0.409 0.0 0.479 0.0 0.7829881394937157 0.8475836431226765 0.5494505494505495 0.8085106382978723 0.6410256410256411 0.890625 0.4807692307692308 0.606
distiluse-base-multilingual-cased-v1 5 0.592 0.0 0.591 0.0 0.32208532425541225 0.4983480176211454 0.24648469809760135 0.9966960352422908 0.14076523382144543 0.3322320117474302 0.9900332225913622 0.488 0.0 0.527 0.0 0.2005122668172044 0.3835051546391753 0.14814814814814814 1.0 0.08 0.2372448979591837 1.0 0.533 0.0 0.539 0.0 0.3125752296484004 0.5121951219512195 0.2207792207792208 1.0 0.12408759124087591 0.3442622950819672 1.0 0.391 0.0 0.476 0.0 0.11334424645760259 0.2510460251046025 0.09137055837563451 1.0 0.047872340425531915 0.14354066985645933 1.0 0.465 0.0 0.504 0.0 0.4804660432087351 0.7168458781362006 0.21782178217821782 1.0 0.12222222222222222 0.5586592178770949 1.0 0.557 0.0 0.577 0.0 0.3371843855970594 0.49789029535864976 0.26993865030674846 1.0 0.15602836879432624 0.33146067415730335 1.0 0.023 0.763 0.066 0.378 0.6881619937694705 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0 0.743
distiluse-base-multilingual-cased-v1_mask 5 0.679 0.0 0.705 0.0 0.7823280809701073 0.6932377966860725 0.8205396908566936 0.8524229074889867 0.7397260273972602 0.5841509433962264 0.9211764705882353 0.648 0.0 0.712 0.0 0.8130831140969189 0.6557377049180327 0.858108108108108 0.8602150537634409 0.7815384615384615 0.5298013245033113 0.951310861423221 0.673 0.0 0.716 0.0 0.7823306470916779 0.7019867549668876 0.8192771084337349 0.8412698412698413 0.7445255474452555 0.6022727272727273 0.9107142857142857 0.57 0.0 0.664 0.0 0.84423514469839 0.5806451612903225 0.8862973760932945 0.9 0.8085106382978723 0.42857142857142855 0.9806451612903225 0.626 0.0 0.643 0.0 0.7808383376547383 0.8127853881278538 0.7453416149068322 0.89 0.6666666666666666 0.7478991596638656 0.8450704225352113 0.665 0.0 0.689 0.0 0.8029487632989577 0.7132867132867132 0.8404669260700388 0.864406779661017 0.7659574468085106 0.6071428571428571 0.9310344827586207 0.255 0.001 0.305 0.0 0.7544632768361582 0.8610169491525425 0.3692307692307692 0.900709219858156 0.3076923076923077 0.8246753246753247 0.46153846153846156 0.743
distiluse-base-multilingual-cased-v2 5 0.597 0.0 0.595 0.0 0.31638497279604866 0.4965668772315298 0.2391033623910336 0.9955947136563876 0.1360415682569674 0.33077204537138677 0.9863013698630136 0.478 0.0 0.513 0.0 0.2381214846385125 0.3907563025210084 0.19444444444444445 1.0 0.1076923076923077 0.24281984334203655 1.0 0.525 0.0 0.53 0.0 0.32952290878520385 0.5163934426229507 0.24358974358974358 1.0 0.1386861313868613 0.34806629834254144 1.0 0.379 0.0 0.465 0.0 0.17086613196369974 0.25862068965517243 0.1568627450980392 1.0 0.0851063829787234 0.1485148514851485 1.0 0.449 0.0 0.483 0.0 0.4738896640088457 0.7132616487455197 0.2079207920792079 0.995 0.11666666666666667 0.5558659217877095 0.9545454545454546 0.553 0.0 0.57 0.0 0.3260446273717998 0.4894514767932489 0.2576687116564417 0.9830508474576272 0.14893617021276595 0.3258426966292135 0.9545454545454546 0.028 0.705 0.057 0.446 0.6881619937694705 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0 0.733
distiluse-base-multilingual-cased-v2_mask 5 0.685 0.0 0.713 0.0 0.7884211157489612 0.7026785714285715 0.8251968503937007 0.8667400881057269 0.7425602267359471 0.5908408408408409 0.928529238038984 0.66 0.0 0.719 0.0 0.814637976707961 0.6527196652719666 0.8609715242881071 0.8387096774193549 0.7907692307692308 0.5342465753424658 0.9448529411764706 0.696 0.0 0.728 0.0 0.77736 0.6933333333333335 0.8160000000000001 0.8253968253968254 0.7445255474452555 0.5977011494252874 0.9026548672566371 0.566 0.0 0.669 0.0 0.850834772374101 0.5842696629213483 0.8933717579250721 0.8666666666666667 0.824468085106383 0.4406779661016949 0.9748427672955975 0.615 0.0 0.628 0.0 0.7690093643501753 0.7962529274004684 0.7387387387387387 0.85 0.6833333333333333 0.748898678414097 0.803921568627451 0.674 0.0 0.698 0.0 0.8165162075450825 0.7246376811594203 0.8549618320610687 0.847457627118644 0.7943262411347518 0.6329113924050633 0.9256198347107438 0.223 0.003 0.266 0.0 0.7176551813766104 0.8304498269896194 0.3098591549295775 0.851063829787234 0.28205128205128205 0.8108108108108109 0.34375 0.733
multi-qa-MiniLM-L6-dot-v1 5 0.498 0.0 0.499 0.0 0.6184958030148988 0.579059829059829 0.635410240592227 0.8953744493392071 0.4865375531412376 0.42789473684210527 0.9155555555555556 0.335 0.0 0.393 0.0 0.5371846931467893 0.45866666666666667 0.559652928416486 0.9247311827956989 0.39692307692307693 0.3049645390070922 0.9485294117647058 0.467 0.0 0.48 0.0 0.595739143478587 0.592964824120603 0.5970149253731344 0.9365079365079365 0.43795620437956206 0.4338235294117647 0.9375 0.203 0.003 0.313 0.0 0.4999502790787194 0.30681818181818177 0.5307692307692308 0.9 0.3670212765957447 0.18493150684931506 0.9583333333333334 0.469 0.0 0.499 0.0 0.6562223179580515 0.7590361445783131 0.5419847328244275 0.945 0.39444444444444443 0.6342281879194631 0.8658536585365854 0.51 0.0 0.512 0.0 0.6268571428571428 0.6 0.638095238095238 0.9661016949152542 0.475177304964539 0.4351145038167939 0.9710144927536232 0.134 0.073 0.186 0.012 0.7047619047619048 0.8571428571428572 0.15384615384615385 0.9361702127659575 0.10256410256410256 0.7904191616766467 0.3076923076923077 0.299
multi-qa-MiniLM-L6-dot-v1_mask 5 0.564 0.0 0.582 0.0 0.7757509942948821 0.6346153846153846 0.8362853039731929 0.6541850220264317 0.8252243741143127 0.6161825726141079 0.8476467734109655 0.425 0.0 0.499 0.0 0.772060549229813 0.5550660792951542 0.8341543513957308 0.6774193548387096 0.7815384615384615 0.4701492537313433 0.8943661971830986 0.543 0.0 0.573 0.0 0.7718347578347579 0.6461538461538462 0.8296296296296297 0.6666666666666666 0.8175182481751825 0.6268656716417911 0.8421052631578947 0.321 0.0 0.426 0.0 0.7820560357586963 0.4329896907216495 0.8377581120943953 0.7 0.7553191489361702 0.31343283582089554 0.9403973509933775 0.555 0.0 0.571 0.0 0.7501300502861107 0.7594936708860761 0.7397260273972601 0.75 0.75 0.7692307692307693 0.7297297297297297 0.547 0.0 0.573 0.0 0.7506968162704882 0.6046511627906977 0.8118081180811807 0.6610169491525424 0.7801418439716312 0.5571428571428572 0.8461538461538461 0.223 0.003 0.29 0.0 0.7690076254465952 0.8345864661654135 0.5319148936170213 0.7872340425531915 0.6410256410256411 0.888 0.45454545454545453 0.299
multi-qa-distilbert-dot-v1 5 0.544 0.0 0.546 0.0 0.5264954228489479 0.555977229601518 0.5138504155124654 0.9680616740088106 0.3504959848842702 0.38997338065661047 0.9623865110246433 0.414 0.0 0.437 0.0 0.44593498674389664 0.42926829268292677 0.4507042253521127 0.946236559139785 0.2953846153846154 0.277602523659306 0.9504950495049505 0.525 0.0 0.503 0.0 0.49338000454098235 0.5570776255707762 0.46408839779005523 0.9682539682539683 0.30656934306569344 0.391025641025641 0.9545454545454546 0.285 0.0 0.362 0.0 0.419060297157914 0.28272251308900526 0.4408163265306122 0.9 0.2872340425531915 0.16770186335403728 0.9473684210526315 0.558 0.0 0.575 0.0 0.6431888297917006 0.7683397683397682 0.5041322314049587 0.995 0.3388888888888889 0.6257861635220126 0.9838709677419355 0.594 0.0 0.591 0.0 0.58 0.58 0.58 0.9830508474576272 0.41134751773049644 0.41134751773049644 0.9830508474576272 0.29 0.0 0.343 0.0 0.7256064690026954 0.8867924528301886 0.14285714285714288 1.0 0.07692307692307693 0.7966101694915254 1.0 0.57
multi-qa-distilbert-dot-v1_mask 5 0.647 0.0 0.667 0.0 0.8033213851977347 0.6860706860706861 0.8536112457586039 0.7268722466960352 0.8318375059045819 0.6496062992125984 0.8765555002488801 0.548 0.0 0.594 0.0 0.8147643214111204 0.6232558139534884 0.8695652173913043 0.7204301075268817 0.8307692307692308 0.5491803278688525 0.9121621621621622 0.608 0.0 0.63 0.0 0.7817549857549857 0.6615384615384614 0.837037037037037 0.6825396825396826 0.8248175182481752 0.6417910447761194 0.849624060150376 0.47 0.0 0.542 0.0 0.8491904250134148 0.5647058823529413 0.8945868945868947 0.8 0.8351063829787234 0.43636363636363634 0.9631901840490797 0.665 0.0 0.671 0.0 0.8234522661241014 0.8353808353808354 0.810198300283286 0.85 0.7944444444444444 0.821256038647343 0.8265895953757225 0.659 0.0 0.668 0.0 0.8497875611460518 0.7703703703703703 0.8830188679245283 0.8813559322033898 0.8297872340425532 0.6842105263157895 0.9435483870967742 0.401 0.0 0.48 0.0 0.807687165775401 0.8676470588235293 0.5909090909090909 0.8368794326241135 0.6666666666666666 0.9007633587786259 0.5306122448979592 0.57
multi-qa-mpnet-base-dot-v1 5 0.543 0.0 0.533 0.0 0.5495320052113829 0.5613238157040882 0.5444743935309974 0.9526431718061674 0.38167217760982525 0.3978840846366145 0.9494712103407755 0.397 0.0 0.44 0.0 0.46449886162804827 0.44226044226044225 0.47086247086247085 0.967741935483871 0.31076923076923074 0.28662420382165604 0.9711538461538461 0.481 0.0 0.486 0.0 0.5343321046164649 0.5687203791469194 0.5185185185185185 0.9523809523809523 0.35766423357664234 0.40540540540540543 0.9423076923076923 0.329 0.0 0.429 0.0 0.41582724833052487 0.30612244897959184 0.43333333333333335 1.0 0.2765957446808511 0.18072289156626506 1.0 0.541 0.0 0.561 0.0 0.6619305262017898 0.7673956262425448 0.5447470817120622 0.965 0.3888888888888889 0.636963696369637 0.9090909090909091 0.57 0.0 0.567 0.0 0.5916401640164016 0.5858585858585859 0.594059405940594 0.9830508474576272 0.425531914893617 0.4172661870503597 0.9836065573770492 0.2 0.007 0.311 0.0 0.7722305017386984 0.8852459016393442 0.3636363636363636 0.9574468085106383 0.2564102564102564 0.823170731707317 0.625 0.501
multi-qa-mpnet-base-dot-v1_mask 5 0.659 0.0 0.667 0.0 0.7877155397364337 0.6864966949952784 0.8311291963377417 0.8006607929515418 0.771846953235711 0.6008264462809917 0.9002754820936639 0.588 0.0 0.637 0.0 0.8237925306652543 0.6548672566371682 0.8721311475409836 0.7956989247311828 0.8184615384615385 0.556390977443609 0.9333333333333333 0.671 0.0 0.686 0.0 0.8232085561497325 0.7352941176470589 0.8636363636363636 0.7936507936507936 0.8321167883211679 0.684931506849315 0.8976377952755905 0.474 0.0 0.543 0.0 0.8310972052818582 0.5333333333333333 0.8786127167630058 0.8 0.8085106382978723 0.4 0.9620253164556962 0.627 0.0 0.642 0.0 0.8012622629241832 0.8226950354609929 0.7774480712166171 0.87 0.7277777777777777 0.7802690582959642 0.8343949044585988 0.648 0.0 0.668 0.0 0.8317855296454519 0.7552447552447552 0.8638132295719846 0.9152542372881356 0.7872340425531915 0.6428571428571429 0.9568965517241379 0.279 0.0 0.364 0.0 0.7797619047619047 0.8571428571428571 0.5 0.851063829787234 0.5128205128205128 0.8633093525179856 0.4878048780487805 0.501
multi-qa-MiniLM-L6-cos-v1 5 0.57 0.0 0.562 0.0 0.5030142928696648 0.5497835497835498 0.4829545454545455 0.9790748898678414 0.32120925838450637 0.382201203783319 0.9728183118741058 0.398 0.0 0.437 0.0 0.4017520416975305 0.4215456674473068 0.3960880195599022 0.967741935483871 0.24923076923076923 0.2694610778443114 0.9642857142857143 0.467 0.0 0.47 0.0 0.49338000454098235 0.5570776255707762 0.46408839779005523 0.9682539682539683 0.30656934306569344 0.391025641025641 0.9545454545454546 0.297 0.0 0.392 0.0 0.3333998811425175 0.27884615384615385 0.3421052631578947 0.9666666666666667 0.2074468085106383 0.16292134831460675 0.975 0.498 0.0 0.537 0.0 0.6145208408522925 0.7557251908396948 0.45762711864406774 0.99 0.3 0.6111111111111112 0.9642857142857143 0.543 0.0 0.559 0.0 0.5501575984990619 0.5658536585365853 0.5435897435897437 0.9830508474576272 0.375886524822695 0.3972602739726027 0.9814814814814815 0.162 0.03 0.211 0.004 0.6981344139460204 0.877742946708464 0.048780487804878044 0.9929078014184397 0.02564102564102564 0.7865168539325843 0.5 0.622
multi-qa-MiniLM-L6-cos-v1_mask 5 0.704 0.0 0.719 0.0 0.8312495174423127 0.7374245472837022 0.8714918759231906 0.8072687224669604 0.8360888049126122 0.6787037037037037 0.910025706940874 0.627 0.0 0.676 0.0 0.8580334853933251 0.6875 0.9068322981366459 0.7096774193548387 0.8984615384615384 0.6666666666666666 0.9153605015673981 0.64 0.0 0.658 0.0 0.8107858455882352 0.7031250000000001 0.8602941176470588 0.7142857142857143 0.8540145985401459 0.6923076923076923 0.8666666666666667 0.546 0.0 0.647 0.0 0.901693671697741 0.65625 0.9408602150537634 0.7 0.9308510638297872 0.6176470588235294 0.9510869565217391 0.665 0.0 0.682 0.0 0.8120307073782453 0.8313539192399051 0.7905604719764011 0.875 0.7444444444444445 0.7918552036199095 0.8427672955974843 0.671 0.0 0.703 0.0 0.834574853007689 0.7424242424242425 0.873134328358209 0.8305084745762712 0.8297872340425532 0.6712328767123288 0.9212598425196851 0.342 0.0 0.402 0.0 0.7868008512435629 0.8719723183391003 0.47887323943661975 0.8936170212765957 0.4358974358974359 0.8513513513513513 0.53125 0.622
multi-qa-distilbert-cos-v1 5 0.568 0.0 0.561 0.0 0.4819190492810423 0.5437424058323208 0.4554024655547499 0.98568281938326 0.2966461974492206 0.37541946308724833 0.9797191887675507 0.45 0.0 0.449 0.0 0.39343695431129794 0.4222737819025522 0.3851851851851852 0.978494623655914 0.24 0.2692307692307692 0.975 0.5 0.0 0.48 0.0 0.4595738636363636 0.5446428571428571 0.42045454545454547 0.9682539682539683 0.27007299270072993 0.37888198757763975 0.9487179487179487 0.394 0.0 0.431 0.0 0.3486900434242636 0.2898550724637681 0.35807860262008734 1.0 0.21808510638297873 0.1694915254237288 1.0 0.546 0.0 0.573 0.0 0.6110652807567507 0.7575757575757575 0.4482758620689655 1.0 0.28888888888888886 0.6097560975609756 1.0 0.557 0.0 0.569 0.0 0.5480606242647242 0.5700483091787439 0.5388601036269429 1.0 0.36879432624113473 0.39864864864864863 1.0 0.252 0.001 0.293 0.0 0.6881619937694705 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0 0.634
multi-qa-distilbert-cos-v1_mask 5 0.703 0.0 0.717 0.0 0.8236341352128886 0.7305801376597836 0.8635458167330679 0.8182819383259912 0.8190836088804913 0.6598579040852576 0.9131121642969984 0.672 0.0 0.694 0.0 0.836808997936461 0.6635071090047393 0.8864 0.7526881720430108 0.8523076923076923 0.5932203389830508 0.9233333333333333 0.69 0.0 0.697 0.0 0.8128144989339019 0.7164179104477612 0.8571428571428572 0.7619047619047619 0.8321167883211679 0.676056338028169 0.8837209302325582 0.607 0.0 0.651 0.0 0.8617500921812081 0.5714285714285714 0.9080779944289693 0.7333333333333333 0.8670212765957447 0.46808510638297873 0.9532163742690059 0.696 0.0 0.705 0.0 0.8410824166335804 0.8578199052132701 0.8224852071005917 0.905 0.7722222222222223 0.8153153153153153 0.879746835443038 0.68 0.0 0.692 0.0 0.8633504273504273 0.7846153846153846 0.8962962962962963 0.864406779661017 0.8581560283687943 0.7183098591549296 0.937984496124031 0.414 0.0 0.477 0.0 0.812194466827827 0.8904109589041096 0.5294117647058824 0.9219858156028369 0.46153846153846156 0.8609271523178808 0.6206896551724138 0.634
multi-qa-mpnet-base-cos-v1 5 0.58 0.0 0.566 0.0 0.5793952202191369 0.5786163522012578 0.5797292835919446 0.9625550660792952 0.41473783656117147 0.41362991008045435 0.9627192982456141 0.463 0.0 0.492 0.0 0.5299810011786805 0.46194225721784776 0.5494505494505495 0.946236559139785 0.38461538461538464 0.3055555555555556 0.9615384615384616 0.522 0.0 0.526 0.0 0.5725450726413444 0.5812807881773399 0.5685279187817259 0.9365079365079365 0.40875912408759124 0.42142857142857143 0.9333333333333333 0.416 0.0 0.476 0.0 0.5061166074943124 0.3258426966292135 0.5348837209302325 0.9666666666666667 0.3670212765957447 0.19594594594594594 0.9857142857142858 0.563 0.0 0.582 0.0 0.644278017879344 0.7598425196850392 0.5158730158730158 0.965 0.3611111111111111 0.6266233766233766 0.9027777777777778 0.559 0.0 0.566 0.0 0.5931992797118848 0.5816326530612245 0.5980392156862745 0.9661016949152542 0.4326241134751773 0.41605839416058393 0.9682539682539683 0.252 0.001 0.344 0.0 0.7190170940170939 0.8717948717948717 0.16666666666666666 0.9645390070921985 0.10256410256410256 0.7953216374269005 0.4444444444444444 0.591
multi-qa-mpnet-base-cos-v1_mask 5 0.707 0.0 0.717 0.0 0.8316822875874773 0.7282321899736147 0.8760529482551143 0.7599118942731278 0.8597071327350023 0.6990881458966566 0.8930323846908734 0.674 0.0 0.713 0.0 0.8864267883146603 0.7500000000000001 0.9254658385093169 0.7741935483870968 0.916923076923077 0.7272727272727273 0.9341692789968652 0.702 0.0 0.722 0.0 0.8747272727272727 0.7999999999999999 0.9090909090909091 0.7936507936507936 0.9124087591240876 0.8064516129032258 0.9057971014492754 0.601 0.0 0.662 0.0 0.8990061254850533 0.6567164179104478 0.9376693766937669 0.7333333333333333 0.9202127659574468 0.5945945945945946 0.9558011049723757 0.705 0.0 0.718 0.0 0.8395749654519851 0.8447837150127224 0.8337874659400545 0.83 0.85 0.8601036269430051 0.8181818181818182 0.674 0.0 0.698 0.0 0.8612878877226088 0.7704918032786885 0.8992805755395683 0.7966101694915254 0.8865248226950354 0.746031746031746 0.9124087591240876 0.471 0.0 0.565 0.0 0.8242754674737758 0.8782287822878229 0.6292134831460674 0.8439716312056738 0.717948717948718 0.9153846153846154 0.56 0.591
msmarco-distilbert-base-tas-b 5 0.502 0.0 0.492 0.0 0.4516869975192906 0.5307462686567164 0.41777777777777775 0.9790748898678414 0.26641473783656117 0.36404586404586403 0.967409948542024 0.361 0.0 0.384 0.0 0.3276690548793085 0.40444444444444444 0.305699481865285 0.978494623655914 0.18153846153846154 0.2549019607843137 0.9672131147540983 0.411 0.0 0.401 0.0 0.43854370909831686 0.5374449339207049 0.3930635838150289 0.9682539682539683 0.24817518248175183 0.3719512195121951 0.9444444444444444 0.315 0.0 0.396 0.0 0.23946423980726975 0.2690582959641255 0.23474178403755872 1.0 0.13297872340425532 0.15544041450777202 1.0 0.382 0.0 0.418 0.0 0.5409868487868847 0.7306273062730627 0.3302752293577982 0.99 0.2 0.5789473684210527 0.9473684210526315 0.456 0.0 0.475 0.0 0.43931268346998686 0.5225225225225226 0.4044943820224719 0.9830508474576272 0.2553191489361702 0.3558282208588957 0.972972972972973 0.12 0.11 0.144 0.054 0.6854166666666667 0.875 0.0 0.9929078014184397 0.0 0.7821229050279329 0.0 0.204
msmarco-distilbert-base-tas-b_mask 5 0.648 0.0 0.657 0.0 0.7776034248998647 0.6872207327971402 0.8163693599160545 0.8469162995594713 0.7350023618327822 0.5781954887218045 0.9179941002949853 0.659 0.0 0.668 0.0 0.8077890611205997 0.638655462184874 0.8561872909698997 0.8172043010752689 0.7876923076923077 0.5241379310344828 0.9377289377289377 0.664 0.0 0.651 0.0 0.7723706516217013 0.6845637583892619 0.8127490039840638 0.8095238095238095 0.7445255474452555 0.5930232558139535 0.8947368421052632 0.604 0.0 0.643 0.0 0.8427717870970253 0.5617977528089888 0.8876080691642652 0.8333333333333334 0.8191489361702128 0.423728813559322 0.9685534591194969 0.606 0.0 0.608 0.0 0.782812636065893 0.8056872037914692 0.757396449704142 0.85 0.7111111111111111 0.7657657657657657 0.810126582278481 0.622 0.0 0.619 0.0 0.7985621831517633 0.7123287671232876 0.8346456692913384 0.8813559322033898 0.75177304964539 0.5977011494252874 0.9380530973451328 0.348 0.0 0.408 0.0 0.7832988267770875 0.8550724637681159 0.5238095238095238 0.8368794326241135 0.5641025641025641 0.8740740740740741 0.4888888888888889 0.204
msmarco-distilbert-dot-v5 5 0.525 0.0 0.516 0.0 0.5222955522875072 0.5524652338811631 0.5093555093555093 0.9625550660792952 0.3471894189891356 0.3874113475177305 0.9557867360208062 0.371 0.0 0.375 0.0 0.4350417553734625 0.4223300970873786 0.4386792452830188 0.9354838709677419 0.28615384615384615 0.2727272727272727 0.9393939393939394 0.404 0.0 0.376 0.0 0.5036287268988691 0.5402843601895735 0.4867724867724867 0.9047619047619048 0.3357664233576642 0.38513513513513514 0.8846153846153846 0.31 0.0 0.377 0.0 0.3860331370669588 0.29850746268656714 0.4 1.0 0.25 0.17543859649122806 1.0 0.463 0.0 0.491 0.0 0.624667076846068 0.7533980582524271 0.4816326530612245 0.97 0.3277777777777778 0.6158730158730159 0.9076923076923077 0.497 0.0 0.522 0.0 0.567577955039884 0.5583756345177665 0.5714285714285714 0.9322033898305084 0.41134751773049644 0.39855072463768115 0.9354838709677419 0.289 0.0 0.309 0.0 0.6951182988918838 0.8742138364779874 0.047619047619047616 0.9858156028368794 0.02564102564102564 0.7853107344632768 0.3333333333333333 0.228
msmarco-distilbert-dot-v5_mask 5 0.684 0.0 0.705 0.0 0.8389895871003007 0.7359913793103449 0.883166428230806 0.7522026431718062 0.8748228625413321 0.7204641350210971 0.8916706788637457 0.633 0.0 0.668 0.0 0.8583532695374801 0.6704545454545455 0.9121212121212121 0.6344086021505376 0.9261538461538461 0.7108433734939759 0.8985074626865671 0.653 0.0 0.659 0.0 0.8256653715395824 0.706896551724138 0.8802816901408451 0.6507936507936508 0.9124087591240876 0.7735849056603774 0.8503401360544217 0.571 0.0 0.637 0.0 0.8899082568807339 0.6 0.9361702127659575 0.6 0.9361702127659575 0.6 0.9361702127659575 0.673 0.0 0.67 0.0 0.8132238887902694 0.8146214099216711 0.8116710875331565 0.78 0.85 0.8524590163934426 0.7766497461928934 0.652 0.0 0.659 0.0 0.8572145454545455 0.768 0.8945454545454546 0.8135593220338984 0.8723404255319149 0.7272727272727273 0.917910447761194 0.497 0.0 0.488 0.0 0.7832649338805289 0.8372093023255814 0.588235294117647 0.7659574468085106 0.7692307692307693 0.9230769230769231 0.47619047619047616 0.228
msmarco-bert-base-dot-v5 5 0.491 0.0 0.482 0.0 0.4576134990213004 0.5328139047048247 0.42535938075930707 0.9790748898678414 0.2725555030703826 0.3659942363112392 0.9681208053691275 0.416 0.0 0.4 0.0 0.31537575334151946 0.3982300884955752 0.29166666666666663 0.967741935483871 0.1723076923076923 0.25069637883008355 0.9491525423728814 0.418 0.0 0.394 0.0 0.45589090724835957 0.5381165919282511 0.4180790960451977 0.9523809523809523 0.27007299270072993 0.375 0.925 0.383 0.0 0.427 0.0 0.1943685289147689 0.26200873362445415 0.18357487922705315 1.0 0.10106382978723404 0.1507537688442211 1.0 0.409 0.0 0.441 0.0 0.5518727492900845 0.7323420074349443 0.35135135135135137 0.985 0.21666666666666667 0.5828402366863905 0.9285714285714286 0.4 0.0 0.432 0.0 0.45640891218872864 0.5229357798165137 0.4285714285714286 0.9661016949152542 0.2765957446808511 0.3584905660377358 0.9512195121951219 0.24 0.001 0.291 0.0 0.6854166666666667 0.875 0.0 0.9929078014184397 0.0 0.7821229050279329 0.0 0.111
msmarco-bert-base-dot-v5_mask 5 0.69 0.0 0.71 0.0 0.826830555402004 0.7311935807422265 0.8678500986193295 0.802863436123348 0.8313651393481342 0.6712707182320442 0.9076843733883445 0.648 0.0 0.681 0.0 0.847263790544322 0.6796116504854369 0.8952380952380953 0.7526881720430108 0.8676923076923077 0.6194690265486725 0.9245901639344263 0.677 0.0 0.674 0.0 0.808750520385224 0.7153284671532847 0.8517110266159696 0.7777777777777778 0.8175182481751825 0.6621621621621622 0.8888888888888888 0.571 0.0 0.626 0.0 0.8827055362152185 0.608695652173913 0.9264305177111717 0.7 0.9042553191489362 0.5384615384615384 0.9497206703910615 0.666 0.0 0.663 0.0 0.8284353241331238 0.8426150121065376 0.8126801152737753 0.87 0.7833333333333333 0.8169014084507042 0.844311377245509 0.634 0.0 0.639 0.0 0.83752 0.7360000000000001 0.88 0.7796610169491526 0.8581560283687943 0.696969696969697 0.9029850746268657 0.418 0.0 0.437 0.0 0.8166666666666665 0.8888888888888887 0.5555555555555556 0.9078014184397163 0.5128205128205128 0.8707482993197279 0.6060606060606061 0.111
msmarco-MiniLM-L6-cos-v5 5 0.482 0.0 0.48 0.0 0.5089590626086986 0.548689138576779 0.49191848208011246 0.9680616740088106 0.33065658951346244 0.3828397212543554 0.9602194787379973 0.341 0.0 0.366 0.0 0.4017520416975305 0.4215456674473068 0.3960880195599022 0.967741935483871 0.24923076923076923 0.2694610778443114 0.9642857142857143 0.386 0.0 0.374 0.0 0.5090571967316153 0.5581395348837209 0.48648648648648646 0.9523809523809523 0.3284671532846715 0.39473684210526316 0.9375 0.308 0.0 0.385 0.0 0.31614283241425356 0.2830188679245283 0.32142857142857145 1.0 0.19148936170212766 0.16483516483516483 1.0 0.488 0.0 0.51 0.0 0.5787487586891757 0.7396226415094339 0.4 0.98 0.25555555555555554 0.593939393939394 0.92 0.459 0.0 0.495 0.0 0.48965202982601497 0.5352112676056338 0.47058823529411764 0.9661016949152542 0.3120567375886525 0.37012987012987014 0.9565217391304348 0.26 0.0 0.3 0.0 0.7071161323453892 0.8769716088328076 0.09302325581395347 0.9858156028368794 0.05128205128205128 0.7897727272727273 0.5 0.671
msmarco-MiniLM-L6-cos-v5_mask 5 0.618 0.0 0.645 0.0 0.7952272793713066 0.6888128969223254 0.8408693479890084 0.776431718061674 0.7949929145016533 0.6189640035118525 0.8923647932131495 0.621 0.0 0.653 0.0 0.8333786805938058 0.6504854368932039 0.8857142857142858 0.7204301075268817 0.8584615384615385 0.5929203539823009 0.9147540983606557 0.602 0.0 0.615 0.0 0.7688427672955974 0.6518518518518519 0.8226415094339622 0.6984126984126984 0.7956204379562044 0.6111111111111112 0.8515625 0.596 0.0 0.656 0.0 0.8924766394015723 0.6478873239436621 0.9315068493150686 0.7666666666666667 0.9042553191489362 0.5609756097560976 0.96045197740113 0.614 0.0 0.613 0.0 0.7709428292670079 0.7841191066997518 0.7563025210084034 0.79 0.75 0.7783251231527094 0.7627118644067796 0.611 0.0 0.616 0.0 0.7859203980099503 0.6666666666666666 0.8358208955223881 0.7457627118644068 0.7943262411347518 0.6027397260273972 0.8818897637795275 0.353 0.0 0.385 0.0 0.7710256091324956 0.8413284132841328 0.5168539325842696 0.8085106382978723 0.5897435897435898 0.8769230769230769 0.46 0.671
msmarco-MiniLM-L12-cos-v5 5 0.47 0.0 0.462 0.0 0.5167427701147459 0.5476942514213519 0.5034674063800278 0.9548458149779736 0.34293811998110535 0.38396811337466785 0.9465449804432855 0.316 0.0 0.353 0.0 0.424074817168617 0.41545893719806765 0.4265402843601896 0.9247311827956989 0.27692307692307694 0.26791277258566976 0.9278350515463918 0.382 0.0 0.368 0.0 0.48452416842528384 0.5327102803738317 0.46236559139784944 0.9047619047619048 0.31386861313868614 0.37748344370860926 0.8775510204081632 0.213 0.002 0.31 0.0 0.38340071528533676 0.29000000000000004 0.39830508474576276 0.9666666666666667 0.25 0.17058823529411765 0.9791666666666666 0.538 0.0 0.553 0.0 0.5930640876980896 0.7495291902071564 0.4192139737991266 0.995 0.26666666666666666 0.6012084592145015 0.9795918367346939 0.513 0.0 0.533 0.0 0.5128150154216504 0.5497630331753555 0.49735449735449727 0.9830508474576272 0.3333333333333333 0.3815789473684211 0.9791666666666666 0.269 0.0 0.344 0.0 0.7011458333333334 0.8812500000000001 0.05 1.0 0.02564102564102564 0.7877094972067039 1.0 0.663
msmarco-MiniLM-L12-cos-v5_mask 5 0.625 0.0 0.654 0.0 0.7856057613121918 0.676669893514037 0.8323293172690763 0.7698237885462555 0.7831837505904582 0.6036269430051814 0.888055704338511 0.599 0.0 0.626 0.0 0.813982631229331 0.6306306306306306 0.8664495114006515 0.7526881720430108 0.8184615384615385 0.5426356589147286 0.9204152249134948 0.607 0.0 0.616 0.0 0.7758259635331367 0.676056338028169 0.8217054263565892 0.7619047619047619 0.7737226277372263 0.6075949367088608 0.8760330578512396 0.559 0.0 0.59 0.0 0.8508658901144212 0.5499999999999999 0.898876404494382 0.7333333333333333 0.851063829787234 0.44 0.9523809523809523 0.689 0.0 0.693 0.0 0.825738636614154 0.8405797101449274 0.8092485549132947 0.87 0.7777777777777778 0.8130841121495327 0.8433734939759037 0.616 0.0 0.65 0.0 0.8151130710085934 0.712121212121212 0.8582089552238806 0.7966101694915254 0.8156028368794326 0.6438356164383562 0.905511811023622 0.481 0.0 0.573 0.0 0.8444444444444444 0.900709219858156 0.6410256410256411 0.900709219858156 0.6410256410256411 0.900709219858156 0.6410256410256411 0.663
msmarco-distilbert-cos-v5 5 0.466 0.0 0.457 0.0 0.4970606485992108 0.5421836228287842 0.47770700636942676 0.9625550660792952 0.31884742560226736 0.37737478411053543 0.9520451339915373 0.316 0.0 0.331 0.0 0.4271907900317185 0.41646489104116224 0.4302600472813239 0.9247311827956989 0.28 0.26875 0.9285714285714286 0.335 0.0 0.319 0.0 0.475326987484576 0.5345622119815667 0.44808743169398907 0.9206349206349206 0.29927007299270075 0.37662337662337664 0.8913043478260869 0.196 0.004 0.281 0.0 0.39864569681083445 0.2857142857142857 0.4166666666666667 0.9333333333333333 0.26595744680851063 0.1686746987951807 0.9615384615384616 0.487 0.0 0.517 0.0 0.6188636258678284 0.7604562737642586 0.4615384615384615 1.0 0.3 0.6134969325153374 1.0 0.491 0.0 0.514 0.0 0.5480606242647242 0.5700483091787439 0.5388601036269429 1.0 0.36879432624113473 0.39864864864864863 1.0 0.333 0.0 0.394 0.0 0.713614700410327 0.884012539184953 0.09756097560975609 1.0 0.05128205128205128 0.7921348314606742 1.0 0.664
msmarco-distilbert-cos-v5_mask 5 0.667 0.0 0.68 0.0 0.8103198605107547 0.7034412955465587 0.8561610211094746 0.7654185022026432 0.8238072744449693 0.650749063670412 0.8911599386816556 0.641 0.0 0.659 0.0 0.8240391596252115 0.6192893401015228 0.8826291079812207 0.6559139784946236 0.8676923076923077 0.5865384615384616 0.8980891719745223 0.636 0.0 0.629 0.0 0.7627679782903664 0.6363636363636365 0.8208955223880597 0.6666666666666666 0.8029197080291971 0.6086956521739131 0.8396946564885496 0.565 0.0 0.637 0.0 0.8800757836589583 0.5846153846153846 0.9272237196765498 0.6333333333333333 0.9148936170212766 0.5428571428571428 0.9398907103825137 0.712 0.0 0.718 0.0 0.8709405229296506 0.8790123456790123 0.8619718309859156 0.89 0.85 0.8682926829268293 0.8742857142857143 0.654 0.0 0.645 0.0 0.8659477472673953 0.7768595041322315 0.9032258064516129 0.7966101694915254 0.8936170212765957 0.7580645161290323 0.9130434782608695 0.555 0.0 0.632 0.0 0.8765999505806772 0.9225352112676057 0.7105263157894737 0.9290780141843972 0.6923076923076923 0.916083916083916 0.7297297297297297 0.664
cross-encoder/ms-marco-TinyBERT-L-2-v2 5 0.391 0.0 0.384 0.0 0.3124862246321944 0.2344139650872818 0.4945115257958288 0.13320736891828058 0.9922907488986784 0.9757785467128027 0.329312865497076 0.254 0.0 0.256 0.0 0.1655454743237951 0.10495626822157435 0.3772819472616633 0.055384615384615386 1.0 1.0 0.2325 0.312 0.0 0.286 0.0 0.2864174579111146 0.18543046357615892 0.5060240963855421 0.10218978102189781 1.0 1.0 0.3387096774193548 0.224 0.001 0.271 0.0 0.06977239685165688 0.04166666666666667 0.2459016393442623 0.02127659574468085 1.0 1.0 0.14018691588785046 0.273 0.0 0.305 0.0 0.4640601503759398 0.18999999999999997 0.7107142857142857 0.10555555555555556 0.995 0.95 0.5527777777777778 0.294 0.0 0.325 0.0 0.30957743184594194 0.23602484472049687 0.48535564853556484 0.1347517730496454 0.9830508474576272 0.95 0.32222222222222224 -0.025 0.735 -0.016 0.831 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 -9.295999526977539
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 5 0.636 0.0 0.615 0.0 0.793257624358672 0.8412973508294131 0.6812531079065142 0.8025507794048181 0.7544052863436124 0.8839750260145681 0.6210335448776065 0.572 0.0 0.582 0.0 0.8090256633318834 0.8636363636363636 0.6181818181818182 0.8184615384615385 0.7311827956989247 0.9140893470790378 0.5354330708661418 0.589 0.0 0.571 0.0 0.7572807679861936 0.8031496062992126 0.6575342465753424 0.7445255474452555 0.7619047619047619 0.8717948717948718 0.5783132530120482 0.483 0.0 0.539 0.0 0.8557741176728455 0.9060773480662984 0.5405405405405405 0.8723404255319149 0.6666666666666666 0.9425287356321839 0.45454545454545453 0.564 0.0 0.477 0.0 0.7580022316864421 0.7472527472527473 0.7676767676767676 0.7555555555555555 0.76 0.7391304347826086 0.7755102040816326 0.544 0.0 0.546 0.0 0.8047863247863247 0.8518518518518517 0.6923076923076923 0.8156028368794326 0.7627118644067796 0.8914728682170543 0.6338028169014085 0.294 0.0 0.304 0.0 0.7270090118914307 0.44680851063829785 0.8045112781954887 0.5384615384615384 0.7588652482269503 0.38181818181818183 0.856 -9.295999526977539
cross-encoder/ms-marco-MiniLM-L-2-v2 5 0.414 0.0 0.411 0.0 0.27219862781465237 0.1802575107296137 0.48655913978494625 0.09919697685403873 0.9966960352422908 0.9859154929577465 0.32183499288762446 0.325 0.0 0.329 0.0 0.1290189741206012 0.059701492537313446 0.3712574850299401 0.03076923076923077 1.0 1.0 0.22794117647058823 0.347 0.0 0.331 0.0 0.24071189731420561 0.12328767123287672 0.4960629921259843 0.06569343065693431 1.0 1.0 0.3298429319371728 0.248 0.0 0.303 0.0 0.0425544375327089 0.010582010582010583 0.24291497975708504 0.005319148936170213 1.0 1.0 0.1382488479262673 0.25 0.0 0.282 0.0 0.4439099267926655 0.15306122448979592 0.7056737588652482 0.08333333333333333 0.995 0.9375 0.5467032967032966 0.309 0.0 0.331 0.0 0.27553642106366805 0.19108280254777069 0.47736625514403297 0.10638297872340426 0.9830508474576272 0.9375 0.31521739130434784 -0.085 0.256 -0.1 0.182 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 -9.112000465393066
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 5 0.632 0.0 0.649 0.0 0.7888496581725201 0.8347564038171773 0.6818181818181819 0.7850732168162494 0.776431718061674 0.8911528150134048 0.6077586206896551 0.501 0.0 0.612 0.0 0.8040320320303256 0.86084142394822 0.6055045871559633 0.8184615384615385 0.7096774193548387 0.9078498293515358 0.528 0.616 0.0 0.644 0.0 0.7885157232704403 0.8377358490566038 0.6814814814814814 0.8102189781021898 0.7301587301587301 0.8671875 0.6388888888888888 0.334 0.0 0.53 0.0 0.8236558782887352 0.878186968838527 0.4819277108433735 0.824468085106383 0.6666666666666666 0.9393939393939394 0.37735849056603776 0.606 0.0 0.553 0.0 0.7971922503180224 0.7830985915492957 0.8098765432098766 0.7722222222222223 0.82 0.7942857142857143 0.8 0.582 0.0 0.607 0.0 0.8047863247863247 0.8518518518518517 0.6923076923076923 0.8156028368794326 0.7627118644067796 0.8914728682170543 0.6338028169014085 0.366 0.0 0.352 0.0 0.8002923351158646 0.5647058823529412 0.8654545454545455 0.6153846153846154 0.8439716312056738 0.5217391304347826 0.8880597014925373 -9.112000465393066
cross-encoder/ms-marco-MiniLM-L-4-v2 5 0.353 0.0 0.347 0.0 0.2973761953001424 0.21485522450692404 0.4897736569402782 0.1209258384506377 0.9889867841409692 0.9624060150375939 0.3254802464661109 0.327 0.0 0.317 0.0 0.15467310265374684 0.09329446064139943 0.3691683569979716 0.04923076923076923 0.978494623655914 0.8888888888888888 0.2275 0.321 0.0 0.312 0.0 0.28094652165859596 0.18300653594771243 0.4939271255060728 0.10218978102189781 0.9682539682539683 0.875 0.33152173913043476 0.278 0.0 0.322 0.0 0.05172003627327437 0.021052631578947368 0.24390243902439027 0.010638297872340425 1.0 1.0 0.1388888888888889 0.215 0.0 0.276 0.0 0.4883414865443107 0.23414634146341465 0.7171171171171171 0.13333333333333333 0.995 0.96 0.5605633802816902 0.337 0.0 0.372 0.0 0.3500947379260632 0.2891566265060241 0.4957264957264957 0.1702127659574468 0.9830508474576272 0.96 0.3314285714285714 -0.149 0.046 -0.104 0.163 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 -8.133999824523926
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 5 0.618 0.0 0.638 0.0 0.7654952598103589 0.8066037735849056 0.6696508504923904 0.7269721303731695 0.8237885462555066 0.9058269570335491 0.5641025641025641 0.544 0.0 0.628 0.0 0.7978355537684753 0.8509933774834437 0.6120689655172413 0.7907692307692308 0.7634408602150538 0.921146953405018 0.5107913669064749 0.589 0.0 0.619 0.0 0.7529979411214203 0.7968127490039839 0.6577181208053691 0.7299270072992701 0.7777777777777778 0.8771929824561403 0.5697674418604651 0.434 0.0 0.575 0.0 0.8400599826339691 0.8895184135977336 0.5301204819277109 0.8351063829787234 0.7333333333333333 0.9515151515151515 0.41509433962264153 0.571 0.0 0.548 0.0 0.7631578947368421 0.75 0.775 0.75 0.775 0.75 0.775 0.566 0.0 0.634 0.0 0.7833607163394397 0.8262548262548263 0.6808510638297872 0.7588652482269503 0.8135593220338984 0.9067796610169492 0.5853658536585366 0.336 0.0 0.382 0.0 0.7673649604342674 0.5544554455445545 0.8262548262548263 0.717948717948718 0.7588652482269503 0.45161290322580644 0.9067796610169492 -8.133999824523926
cross-encoder/ms-marco-MiniLM-L-6-v2 5 0.339 0.0 0.331 0.0 0.33018760529248703 0.2593800978792822 0.4952751528627015 0.1502125649504015 0.9812775330396476 0.9492537313432836 0.33122676579925653 0.301 0.0 0.278 0.0 0.2369489323914167 0.19390581717451524 0.3873684210526316 0.1076923076923077 0.989247311827957 0.9722222222222222 0.24083769633507854 0.263 0.0 0.26 0.0 0.3430180850230956 0.26415094339622647 0.5145228215767634 0.15328467153284672 0.9841269841269841 0.9545454545454546 0.34831460674157305 0.247 0.0 0.266 0.0 0.15482437446285208 0.1386138613861386 0.25641025641025644 0.07446808510638298 1.0 1.0 0.14705882352941177 0.22 0.0 0.266 0.0 0.5135334624302053 0.27751196172248804 0.7259528130671506 0.16111111111111112 1.0 1.0 0.5698005698005698 0.329 0.0 0.365 0.0 0.3918772378516624 0.3411764705882353 0.5130434782608695 0.20567375886524822 1.0 1.0 0.34502923976608185 -0.096 0.202 -0.078 0.297 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 -7.465000152587891
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 5 0.598 0.0 0.632 0.0 0.7360976610961825 0.7729626601253748 0.6501469970600589 0.6698157770429853 0.8524229074889867 0.913659793814433 0.5254582484725051 0.502 0.0 0.579 0.0 0.7657790329566078 0.8172413793103448 0.5859375 0.7292307692307692 0.8064516129032258 0.9294117647058824 0.4601226993865031 0.547 0.0 0.571 0.0 0.7344502962475312 0.7755102040816326 0.6451612903225805 0.6934306569343066 0.7936507936507936 0.8796296296296297 0.5434782608695652 0.406 0.0 0.525 0.0 0.7992228881932422 0.8477611940298507 0.49504950495049505 0.7553191489361702 0.8333333333333334 0.9659863945578231 0.352112676056338 0.583 0.0 0.573 0.0 0.7715436265475082 0.7409638554216867 0.7990654205607477 0.6833333333333333 0.855 0.8092105263157895 0.75 0.565 0.0 0.646 0.0 0.769785352173444 0.811023622047244 0.6712328767123288 0.7304964539007093 0.8305084745762712 0.911504424778761 0.5632183908045977 0.311 0.0 0.354 0.0 0.7888888888888889 0.5128205128205128 0.8652482269503546 0.5128205128205128 0.8652482269503546 0.5128205128205128 0.8652482269503546 -7.465000152587891
cross-encoder/ms-marco-MiniLM-L-12-v2 5 0.278 0.0 0.264 0.0 0.4137837998090507 0.3779585798816568 0.49731022115959356 0.2413793103448276 0.9162995594713657 0.8705281090289608 0.3412633305988515 0.238 0.0 0.206 0.0 0.3457433795481598 0.3341645885286783 0.38620689655172413 0.20615384615384616 0.9032258064516129 0.881578947368421 0.24561403508771928 0.199 0.005 0.202 0.004 0.4441582936717786 0.41530054644808745 0.5069124423963133 0.2773722627737226 0.873015873015873 0.8260869565217391 0.35714285714285715 0.243 0.0 0.219 0.001 0.26605504587155965 0.26605504587155965 0.26605504587155965 0.15425531914893617 0.9666666666666667 0.9666666666666667 0.15425531914893617 0.252 0.0 0.28 0.0 0.541704073616878 0.3392857142857143 0.7238805970149254 0.2111111111111111 0.97 0.8636363636363636 0.5773809523809523 0.289 0.0 0.308 0.0 0.43869565217391304 0.41304347826086957 0.5 0.2695035460992908 0.9152542372881356 0.8837209302325582 0.34394904458598724 0.065 0.387 0.067 0.374 0.6854166666666667 0.0 0.875 0.0 0.9929078014184397 0.0 0.7821229050279329 -7.734000205993652
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 5 0.537 0.0 0.561 0.0 0.68785768157954 0.7226606538895153 0.606714628297362 0.6055739253660841 0.8359030837004405 0.8958770090845563 0.47616060225846923 0.474 0.0 0.502 0.0 0.7374223460148844 0.7937608318890814 0.5405405405405405 0.7046153846153846 0.7526881720430108 0.9087301587301587 0.42168674698795183 0.474 0.0 0.479 0.0 0.7057692006576372 0.7468879668049793 0.6163522012578616 0.656934306569343 0.7777777777777778 0.8653846153846154 0.5104166666666666 0.432 0.0 0.477 0.0 0.7713193534294451 0.8273809523809523 0.42 0.7393617021276596 0.7 0.9391891891891891 0.3 0.59 0.0 0.582 0.0 0.7732700451393736 0.7384615384615385 0.8045977011494252 0.6666666666666666 0.875 0.8275862068965517 0.7446808510638298 0.528 0.0 0.605 0.0 0.7700386100386101 0.8095238095238095 0.6756756756756757 0.723404255319149 0.847457627118644 0.918918918918919 0.5617977528089888 0.334 0.0 0.391 0.0 0.7891954242438705 0.4931506849315069 0.8710801393728222 0.46153846153846156 0.8865248226950354 0.5294117647058824 0.8561643835616438 -7.734000205993652
cross-encoder/qnli-distilroberta-base 5 0.081 0.0 0.074 0.0 0.496606350036904 0.5250075780539557 0.43038894947291895 0.40906943788379785 0.6519823788546255 0.7326565143824028 0.32121540965816603 -0.004 0.935 -0.039 0.432 0.47868960700496016 0.5290581162324649 0.3026706231454006 0.40615384615384614 0.5483870967741935 0.7586206896551724 0.20901639344262296 -0.008 0.905 -0.036 0.608 0.45045363307908465 0.4716981132075471 0.40425531914893614 0.36496350364963503 0.6031746031746031 0.6666666666666666 0.304 -0.05 0.467 -0.08 0.239 0.5168049117313325 0.5714285714285714 0.17449664429530198 0.43617021276595747 0.43333333333333335 0.8282828282828283 0.1092436974789916 0.149 0.004 0.146 0.004 0.5414072816449725 0.45161290322580644 0.6222222222222222 0.3888888888888889 0.7 0.5384615384615384 0.56 0.152 0.031 0.114 0.109 0.49509829619921364 0.5229357798165138 0.42857142857142855 0.40425531914893614 0.6610169491525424 0.7402597402597403 0.3170731707317073 -0.06 0.426 0.048 0.521 0.6516547696301104 0.2826086956521739 0.7537313432835822 0.3333333333333333 0.7163120567375887 0.24528301886792453 0.7952755905511811 0.5230000019073486
cross-encoder/qnli-distilroberta-base_mask 5 0.17 0.0 0.173 0.0 0.6239900390692721 0.7137583066699482 0.41469552088575745 0.684931506849315 0.45374449339207046 0.7451181911613566 0.3818350324374421 -0.067 0.174 -0.066 0.18 0.5631976392122747 0.6452762923351159 0.2763636363636364 0.556923076923077 0.40860215053763443 0.7669491525423728 0.2087912087912088 0.016 0.821 0.025 0.72 0.6003489059727971 0.696629213483146 0.39097744360902253 0.6788321167883211 0.4126984126984127 0.7153846153846154 0.37142857142857144 -0.058 0.398 -0.078 0.251 0.5395166982673675 0.5986394557823129 0.16901408450704225 0.46808510638297873 0.4 0.8301886792452831 0.10714285714285714 0.201 0.0 0.218 0.0 0.6064669215956485 0.6227848101265823 0.5917808219178082 0.6833333333333333 0.54 0.5720930232558139 0.6545454545454545 0.131 0.064 0.147 0.037 0.625908370465624 0.7330960854092528 0.3697478991596639 0.7304964539007093 0.3728813559322034 0.7357142857142858 0.36666666666666664 0.077 0.302 0.081 0.279 0.6237198687776352 0.3508771929824562 0.6991869918699187 0.5128205128205128 0.6099290780141844 0.26666666666666666 0.819047619047619 0.5230000019073486
cross-encoder/qnli-electra-base 5 0.047 0.009 0.088 0.0 0.5206374661229594 0.5650793650793651 0.4170212765957447 0.4624468587623996 0.5936123348017621 0.7262611275964391 0.32140727489564697 -0.036 0.461 -0.072 0.143 0.44559625776000045 0.48971193415637865 0.2914285714285714 0.36615384615384616 0.5483870967741935 0.7391304347826086 0.19844357976653695 -0.051 0.476 -0.076 0.285 0.453257365485982 0.5022026431718061 0.3468208092485549 0.41605839416058393 0.47619047619047616 0.6333333333333333 0.2727272727272727 0.055 0.423 0.005 0.947 0.44553378933724136 0.47876447876447875 0.23728813559322035 0.32978723404255317 0.7 0.8732394366197183 0.14285714285714285 0.325 0.0 0.339 0.0 0.5943906363087363 0.49659863945578236 0.682403433476395 0.40555555555555556 0.795 0.6403508771929824 0.5977443609022557 0.237 0.001 0.278 0.0 0.5583529411764706 0.6 0.45882352941176474 0.48936170212765956 0.6610169491525424 0.7752808988764045 0.35135135135135137 0.145 0.053 0.1 0.184 0.6622184684684684 0.125 0.8108108108108107 0.10256410256410256 0.851063829787234 0.16 0.7741935483870968 0.027000000700354576
cross-encoder/qnli-electra-base_mask 5 0.071 0.0 0.145 0.0 0.5819555621955361 0.6544117647058824 0.4130240856378234 0.5885687293339632 0.5099118942731278 0.7368421052631579 0.34707646176911544 -0.044 0.368 -0.052 0.289 0.48875880817221234 0.5486381322957199 0.2795031055900621 0.4338461538461538 0.4838709677419355 0.746031746031746 0.1965065502183406 -0.083 0.242 0.021 0.773 0.497679231337768 0.5772357723577236 0.3246753246753247 0.5182481751824818 0.3968253968253968 0.6513761467889908 0.27472527472527475 0.103 0.13 0.007 0.916 0.48326519434283366 0.5223880597014925 0.2380952380952381 0.3723404255319149 0.6666666666666666 0.875 0.14492753623188406 0.459 0.0 0.465 0.0 0.687734040984815 0.6529411764705881 0.7190476190476192 0.6166666666666667 0.755 0.69375 0.6863636363636364 0.179 0.011 0.206 0.003 0.6656561844863731 0.7396226415094339 0.4888888888888889 0.6950354609929078 0.559322033898305 0.7903225806451613 0.4342105263157895 0.444 0.0 0.457 0.0 0.7237660818713451 0.3466666666666667 0.8280701754385965 0.3333333333333333 0.8368794326241135 0.3611111111111111 0.8194444444444444 0.027000000700354576
cross-encoder/stsb-TinyBERT-L-4 5 0.426 0.0 0.435 0.0 0.2122028194375756 0.09959623149394346 0.47474483119602195 0.052432687765706185 0.998898678414097 0.9910714285714286 0.31136285616203224 0.409 0.0 0.431 0.0 0.10534510908964831 0.030303030303030307 0.3675889328063241 0.015384615384615385 1.0 1.0 0.22518159806295399 0.391 0.0 0.391 0.0 0.20207664592204388 0.0704225352112676 0.48837209302325585 0.0364963503649635 1.0 1.0 0.3230769230769231 0.285 0.0 0.366 0.0 0.0332938739271974 0.0 0.24193548387096775 0.0 1.0 0.0 0.13761467889908258 0.318 0.0 0.371 0.0 0.4192059095106187 0.10526315789473684 0.7017543859649124 0.05555555555555555 1.0 1.0 0.5405405405405406 0.343 0.0 0.371 0.0 0.23317668023085722 0.13245033112582782 0.4738955823293173 0.07092198581560284 1.0 1.0 0.3105263157894737 -0.132 0.077 -0.133 0.075 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.1770000010728836
cross-encoder/stsb-TinyBERT-L-4_mask 5 0.666 0.0 0.694 0.0 0.7490914571927865 0.7831325301204819 0.6697247706422018 0.675484175720359 0.8843612334801763 0.9315960912052117 0.5389261744966443 0.625 0.0 0.682 0.0 0.7792466858126098 0.8269896193771626 0.6124031007751938 0.7353846153846154 0.8494623655913979 0.9446640316205533 0.47878787878787876 0.649 0.0 0.661 0.0 0.7347553210842277 0.7698744769874477 0.6583850931677018 0.6715328467153284 0.8412698412698413 0.9019607843137255 0.5408163265306123 0.523 0.0 0.653 0.0 0.821682211075297 0.8672566371681416 0.5360824742268041 0.7819148936170213 0.8666666666666667 0.9735099337748344 0.3880597014925373 0.594 0.0 0.603 0.0 0.7716482216777899 0.7301587301587301 0.8089887640449438 0.6388888888888888 0.9 0.8518518518518519 0.7346938775510204 0.608 0.0 0.666 0.0 0.7987837837837839 0.8333333333333334 0.7162162162162162 0.7446808510638298 0.8983050847457628 0.9459459459459459 0.5955056179775281 0.248 0.001 0.277 0.0 0.7387045053711719 0.31746031746031744 0.8552188552188552 0.2564102564102564 0.900709219858156 0.4166666666666667 0.8141025641025641 0.1770000010728836
cross-encoder/stsb-distilroberta-base 5 0.452 0.0 0.455 0.0 0.33749555927383157 0.2679153094462541 0.4997217584863662 0.15540859707132734 0.9889867841409692 0.9705014749262537 0.3343261355174981 0.402 0.0 0.397 0.0 0.24505031908655323 0.20385674931129477 0.3890063424947146 0.11384615384615385 0.989247311827957 0.9736842105263158 0.24210526315789474 0.363 0.0 0.371 0.0 0.32952290878520385 0.24358974358974358 0.5163934426229507 0.1386861313868613 1.0 1.0 0.34806629834254144 0.333 0.0 0.339 0.0 0.1848344286652395 0.17391304347826084 0.2532751091703057 0.09574468085106383 0.9666666666666667 0.9473684210526315 0.1457286432160804 0.519 0.0 0.546 0.0 0.5360958110589198 0.3177570093457944 0.7326007326007327 0.18888888888888888 1.0 1.0 0.5780346820809249 0.359 0.0 0.391 0.0 0.42865396825396823 0.38857142857142857 0.5244444444444444 0.24113475177304963 1.0 1.0 0.35542168674698793 0.307 0.0 0.343 0.0 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.3199999928474426
cross-encoder/stsb-distilroberta-base_mask 5 0.612 0.0 0.642 0.0 0.7845898358843522 0.8317030348633059 0.6747455162384876 0.7831837505904582 0.7665198237885462 0.8866310160427807 0.6025974025974026 0.596 0.0 0.627 0.0 0.8035683661744782 0.8612903225806452 0.6018518518518517 0.8215384615384616 0.6989247311827957 0.9050847457627119 0.5284552845528455 0.633 0.0 0.652 0.0 0.7799181344579509 0.8275862068965518 0.6762589928057554 0.7883211678832117 0.746031746031746 0.8709677419354839 0.618421052631579 0.52 0.0 0.527 0.0 0.8282349630130161 0.8857938718662952 0.4675324675324675 0.8457446808510638 0.6 0.9298245614035088 0.3829787234042553 0.655 0.0 0.677 0.0 0.8101302035576745 0.7942857142857143 0.824390243902439 0.7722222222222223 0.845 0.8176470588235294 0.8047619047619048 0.6 0.0 0.618 0.0 0.801839839603727 0.8561151079136692 0.6721311475409837 0.8439716312056738 0.6949152542372882 0.8686131386861314 0.6507936507936508 0.487 0.0 0.511 0.0 0.8166666666666665 0.5555555555555556 0.8888888888888887 0.5128205128205128 0.9078014184397163 0.6060606060606061 0.8707482993197279 0.3199999928474426
cross-encoder/stsb-roberta-base 5 0.433 0.0 0.426 0.0 0.2789580687088198 0.19100169779286927 0.48402815376285874 0.10628247520075579 0.9845814977973568 0.9414225941422594 0.32089016511127066 0.335 0.0 0.36 0.0 0.1610673106517982 0.09941520467836255 0.3765182186234818 0.052307692307692305 1.0 1.0 0.23192019950124687 0.307 0.0 0.331 0.0 0.2774933333333333 0.1733333333333333 0.504 0.0948905109489051 1.0 1.0 0.33689839572192515 0.197 0.003 0.283 0.0 0.06977239685165688 0.04166666666666667 0.2459016393442623 0.02127659574468085 1.0 1.0 0.14018691588785046 0.533 0.0 0.552 0.0 0.5181134654818865 0.2857142857142857 0.7272727272727273 0.16666666666666666 1.0 1.0 0.5714285714285714 0.384 0.0 0.404 0.0 0.39937715467708573 0.3508771929824561 0.5152838427947598 0.2127659574468085 1.0 1.0 0.34705882352941175 0.334 0.0 0.346 0.0 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.34299999475479126
cross-encoder/stsb-roberta-base_mask 5 0.654 0.0 0.675 0.0 0.8098339221117169 0.8584585555016964 0.6964656964656964 0.83656117146906 0.737885462555066 0.8815331010452961 0.6594488188976378 0.67 0.0 0.691 0.0 0.852667300961403 0.901098901098901 0.6834170854271355 0.8830769230769231 0.7311827956989247 0.9198717948717948 0.6415094339622641 0.682 0.0 0.691 0.0 0.8313561253561252 0.874074074074074 0.7384615384615385 0.8613138686131386 0.7619047619047619 0.8872180451127819 0.7164179104477612 0.595 0.0 0.634 0.0 0.8740170574163459 0.9209809264305177 0.5797101449275363 0.898936170212766 0.6666666666666666 0.9441340782122905 0.5128205128205128 0.716 0.0 0.735 0.0 0.8290363501957599 0.8219178082191781 0.8354430379746836 0.8333333333333334 0.825 0.8108108108108109 0.8461538461538461 0.69 0.0 0.719 0.0 0.8553512365800412 0.8967971530249109 0.7563025210084034 0.8936170212765957 0.7627118644067796 0.9 0.75 0.522 0.0 0.555 0.0 0.8049689440993789 0.5714285714285715 0.8695652173913044 0.6153846153846154 0.851063829787234 0.5333333333333333 0.8888888888888888 0.34299999475479126
cross-encoder/stsb-roberta-large 5 0.548 0.0 0.532 0.0 0.271026061036108 0.17869415807560138 0.4862976894142934 0.09825224374114312 0.9966960352422908 0.985781990521327 0.32160625444207536 0.494 0.0 0.483 0.0 0.16457443950204495 0.10465116279069767 0.37398373983739835 0.055384615384615386 0.989247311827957 0.9473684210526315 0.23057644110275688 0.432 0.0 0.431 0.0 0.26584 0.16 0.49599999999999994 0.08759124087591241 0.9841269841269841 0.9230769230769231 0.3315508021390374 0.473 0.0 0.494 0.0 0.08746276379957367 0.06185567010309278 0.24793388429752064 0.031914893617021274 1.0 1.0 0.14150943396226415 0.646 0.0 0.65 0.0 0.48530196909347595 0.22660098522167485 0.718132854578097 0.12777777777777777 1.0 1.0 0.5602240896358543 0.525 0.0 0.53 0.0 0.3452439024390245 0.2804878048780488 0.5 0.16312056737588654 1.0 1.0 0.3333333333333333 0.439 0.0 0.585 0.0 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.2160000056028366
cross-encoder/stsb-roberta-large_mask 5 0.68 0.0 0.71 0.0 0.782150552504367 0.8214751107636173 0.6904654315408948 0.7444496929617384 0.8414096916299559 0.9162790697674419 0.5854406130268199 0.671 0.0 0.718 0.0 0.8466853437421304 0.8881578947368421 0.7017543859649121 0.8307692307692308 0.8602150537634409 0.9540636042402827 0.5925925925925926 0.663 0.0 0.69 0.0 0.7867481767481768 0.8253968253968254 0.7027027027027026 0.7591240875912408 0.8253968253968254 0.9043478260869565 0.611764705882353 0.618 0.0 0.711 0.0 0.9005772600762808 0.9325842696629214 0.7000000000000001 0.8829787234042553 0.9333333333333333 0.9880952380952381 0.56 0.747 0.0 0.759 0.0 0.8410824166335804 0.8224852071005917 0.8578199052132701 0.7722222222222223 0.905 0.879746835443038 0.8153153153153153 0.668 0.0 0.706 0.0 0.8029487632989577 0.8404669260700388 0.7132867132867132 0.7659574468085106 0.864406779661017 0.9310344827586207 0.6071428571428571 0.591 0.0 0.694 0.0 0.8958316739678746 0.7654320987654322 0.9318996415770608 0.7948717948717948 0.9219858156028369 0.7380952380952381 0.9420289855072463 0.2160000056028366
cross-encoder/quora-distilroberta-base 5 0.278 0.0 0.148 0.0 0.13859653325432397 0.0 0.4617340452580727 0.0 1.0 0.0 0.30016528925619834 0.213 0.0 0.127 0.01 0.08098390434367363 0.0 0.3639921722113503 0.0 1.0 0.0 0.22248803827751196 0.196 0.005 0.048 0.5 0.15091254752851713 0.0 0.47908745247148293 0.0 1.0 0.0 0.315 0.018 0.788 0.056 0.41 0.0332938739271974 0.0 0.24193548387096775 0.0 1.0 0.0 0.13761467889908258 0.143 0.005 0.027 0.603 0.3629764065335753 0.0 0.6896551724137931 0.0 1.0 0.0 0.5263157894736842 0.114 0.107 0.039 0.586 0.1344015444015444 0.0 0.4555984555984556 0.0 1.0 0.0 0.295 -0.099 0.184 -0.14 0.061 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0
cross-encoder/quora-distilroberta-base_mask 5 0.37 0.0 0.222 0.0 0.13859653325432397 0.0 0.4617340452580727 0.0 1.0 0.0 0.30016528925619834 0.184 0.0 0.236 0.0 0.08098390434367363 0.0 0.3639921722113503 0.0 1.0 0.0 0.22248803827751196 0.324 0.0 0.261 0.0 0.15091254752851713 0.0 0.47908745247148293 0.0 1.0 0.0 0.315 0.049 0.472 0.266 0.0 0.0332938739271974 0.0 0.24193548387096775 0.0 1.0 0.0 0.13761467889908258 0.483 0.0 0.161 0.002 0.3629764065335753 0.0 0.6896551724137931 0.0 1.0 0.0 0.5263157894736842 0.267 0.0 0.107 0.132 0.1344015444015444 0.0 0.4555984555984556 0.0 1.0 0.0 0.295 0.367 0.0 0.168 0.024 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0
cross-encoder/quora-roberta-base 5 0.299 0.0 0.24 0.0 0.2779428652337694 0.18901660280970622 0.4852742502026479 0.10486537553141237 0.9889867841409692 0.9568965517241379 0.32151808091657713 0.382 0.0 0.276 0.0 0.22578000044600355 0.1792717086834734 0.3883089770354906 0.09846153846153846 1.0 1.0 0.24093264248704663 0.347 0.0 0.238 0.001 0.25007474926729584 0.1360544217687075 0.4980237154150198 0.072992700729927 1.0 1.0 0.33157894736842103 0.235 0.0 0.069 0.308 0.2172251282586591 0.2095238095238095 0.2654867256637168 0.11702127659574468 1.0 1.0 0.15306122448979592 0.37 0.0 0.356 0.0 0.45908499246396156 0.18090452261306533 0.7094474153297682 0.1 0.995 0.9473684210526315 0.5512465373961218 0.218 0.002 0.214 0.002 0.3012083333333333 0.22499999999999995 0.4833333333333334 0.1276595744680851 0.9830508474576272 0.9473684210526315 0.32044198895027626 0.273 0.0 0.305 0.0 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 5 0.513 0.0 0.286 0.0 0.7750259537584743 0.8460829493087558 0.6093567251461988 0.8672649976381672 0.5737885462555066 0.8259109311740891 0.6496259351620948 0.329 0.0 0.27 0.0 0.802550965489223 0.8717156105100463 0.5608465608465609 0.8676923076923077 0.5698924731182796 0.8757763975155279 0.5520833333333334 0.509 0.0 0.287 0.0 0.8097223493516398 0.8701754385964912 0.6782608695652174 0.9051094890510949 0.6190476190476191 0.8378378378378378 0.75 0.163 0.016 0.143 0.035 0.8048708650867907 0.87292817679558 0.3783783783783784 0.8404255319148937 0.4666666666666667 0.9080459770114943 0.3181818181818182 0.602 0.0 0.217 0.0 0.7281385166862872 0.7536231884057971 0.7052023121387282 0.8666666666666667 0.61 0.6666666666666666 0.8356164383561644 0.471 0.0 0.303 0.0 0.7320454625056917 0.8403908794788274 0.4731182795698925 0.9148936170212766 0.3728813559322034 0.7771084337349398 0.6470588235294118 0.401 0.0 0.159 0.033 0.7285816310196643 0.5046728971962616 0.7905138339920948 0.6923076923076923 0.7092198581560284 0.39705882352941174 0.8928571428571429 0.0020000000949949026
cross-encoder/quora-roberta-large 5 0.303 0.0 0.218 0.0 0.13859653325432397 0.0 0.4617340452580727 0.0 1.0 0.0 0.30016528925619834 0.325 0.0 0.221 0.0 0.08098390434367363 0.0 0.3639921722113503 0.0 1.0 0.0 0.22248803827751196 0.243 0.001 0.159 0.024 0.15091254752851713 0.0 0.47908745247148293 0.0 1.0 0.0 0.315 0.199 0.003 0.038 0.573 0.0332938739271974 0.0 0.24193548387096775 0.0 1.0 0.0 0.13761467889908258 0.252 0.0 0.205 0.0 0.3629764065335753 0.0 0.6896551724137931 0.0 1.0 0.0 0.5263157894736842 0.345 0.0 0.339 0.0 0.1344015444015444 0.0 0.4555984555984556 0.0 1.0 0.0 0.295 -0.112 0.133 -0.056 0.459 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.004999999888241291
cross-encoder/quora-roberta-large_mask 5 0.51 0.0 0.281 0.0 0.13859653325432397 0.0 0.4617340452580727 0.0 1.0 0.0 0.30016528925619834 0.396 0.0 0.276 0.0 0.08098390434367363 0.0 0.3639921722113503 0.0 1.0 0.0 0.22248803827751196 0.538 0.0 0.295 0.0 0.15091254752851713 0.0 0.47908745247148293 0.0 1.0 0.0 0.315 0.234 0.001 0.188 0.005 0.0332938739271974 0.0 0.24193548387096775 0.0 1.0 0.0 0.13761467889908258 0.48 0.0 0.245 0.0 0.3629764065335753 0.0 0.6896551724137931 0.0 1.0 0.0 0.5263157894736842 0.422 0.0 0.342 0.0 0.1344015444015444 0.0 0.4555984555984556 0.0 1.0 0.0 0.295 0.292 0.0 0.208 0.005 0.6881619937694705 0.0 0.8785046728971964 0.0 1.0 0.0 0.7833333333333333 0.004999999888241291
all-mpnet-base-v2 6 0.536 0.0 0.534 0.0 0.6804748976239483 0.6205109218807849 0.7082265869627099 0.8524923702950152 0.5856873822975518 0.48777648428405124 0.8956083513318934 0.674 0.0 0.654 0.0 0.7415116212858096 0.7162162162162162 0.7572254335260116 0.8617886178861789 0.6616161616161617 0.6127167630057804 0.8851351351351351 0.638 0.0 0.583 0.0 0.6839256765182691 0.6419753086419753 0.7070707070707071 0.8125 0.603448275862069 0.5306122448979592 0.8536585365853658 0.74 0.0 0.74 0.0 0.8166442085146435 0.8059701492537312 0.8243243243243243 0.9152542372881356 0.7439024390243902 0.72 0.9242424242424242 0.621 0.0 0.6 0.0 0.723374995096968 0.5902777777777778 0.7649402390438247 0.9042553191489362 0.6378737541528239 0.4381443298969072 0.9552238805970149 0.534 0.0 0.524 0.0 0.7187441761874889 0.6623376623376623 0.7450980392156863 0.8947368421052632 0.6229508196721312 0.5257731958762887 0.926829268292683 0.673 0.0 0.668 0.0 0.7320917782452391 0.5074626865671642 0.7785234899328858 0.918918918918919 0.6480446927374302 0.35051546391752575 0.9747899159663865 0.538
all-mpnet-base-v2_mask 6 0.688 0.0 0.698 0.0 0.8275179027273427 0.7063492063492063 0.8835955056179775 0.6337741607324516 0.9256120527306968 0.7976952624839949 0.8452278589853827 0.735 0.0 0.72 0.0 0.7778154205607476 0.6562499999999999 0.8533333333333334 0.5121951219512195 0.9696969696969697 0.9130434782608695 0.7619047619047619 0.734 0.0 0.702 0.0 0.7707008547008546 0.62 0.8538461538461537 0.484375 0.9568965517241379 0.8611111111111112 0.7708333333333334 0.783 0.0 0.751 0.0 0.7869451612379701 0.6956521739130436 0.8526315789473684 0.5423728813559322 0.9878048780487805 0.9696969696969697 0.75 0.68 0.0 0.702 0.0 0.8603329091369394 0.6863905325443787 0.9146537842190016 0.6170212765957447 0.9435215946843853 0.7733333333333333 0.8875 0.653 0.0 0.665 0.0 0.8187106064201035 0.6868686868686869 0.8803088803088803 0.5964912280701754 0.9344262295081968 0.8095238095238095 0.8321167883211679 0.695 0.0 0.732 0.0 0.8958008126516412 0.6857142857142857 0.9392265193370165 0.6486486486486487 0.9497206703910615 0.7272727272727273 0.9289617486338798 0.538
multi-qa-mpnet-base-dot-v1 6 0.518 0.0 0.518 0.0 0.7092661932399833 0.6294536817102138 0.7462039045553145 0.8087487283825026 0.647834274952919 0.5152300712896954 0.8797953964194374 0.622 0.0 0.601 0.0 0.7388254762218168 0.7038327526132404 0.7605633802816901 0.8211382113821138 0.6818181818181818 0.6158536585365854 0.8598726114649682 0.601 0.0 0.545 0.0 0.6900603199580383 0.6322580645161291 0.7219512195121951 0.765625 0.6379310344827587 0.5384615384615384 0.8314606741573034 0.667 0.0 0.663 0.0 0.802682140554481 0.7878787878787878 0.8133333333333334 0.8813559322033898 0.7439024390243902 0.7123287671232876 0.8970588235294118 0.616 0.0 0.599 0.0 0.7397024143363089 0.5963636363636364 0.7844660194174757 0.8723404255319149 0.6710963455149501 0.4530386740331492 0.9439252336448598 0.537 0.0 0.513 0.0 0.7247840119393888 0.653061224489796 0.7582938388625593 0.8421052631578947 0.6557377049180327 0.5333333333333333 0.898876404494382 0.66 0.0 0.679 0.0 0.7561449195906432 0.5312500000000001 0.8026315789473684 0.918918918918919 0.6815642458100558 0.37362637362637363 0.976 0.406
multi-qa-mpnet-base-dot-v1_mask 6 0.663 0.0 0.669 0.0 0.7918084975573222 0.6172680412371134 0.8725868725868726 0.4872838250254323 0.9576271186440678 0.8418277680140598 0.8014184397163121 0.688 0.0 0.68 0.0 0.7242968327893154 0.5604395604395603 0.826086956521739 0.4146341463414634 0.9595959595959596 0.864406779661017 0.7251908396946565 0.694 0.0 0.664 0.0 0.7393939393939394 0.5656565656565656 0.8352490421455938 0.4375 0.9396551724137931 0.8 0.7517241379310344 0.719 0.0 0.717 0.0 0.7053373335102411 0.5542168674698795 0.8140703517587939 0.3898305084745763 0.9878048780487805 0.9583333333333334 0.6923076923076923 0.64 0.0 0.671 0.0 0.8543670886075948 0.6625 0.9142857142857143 0.5638297872340425 0.9568106312292359 0.803030303030303 0.8753799392097265 0.616 0.0 0.616 0.0 0.7901406678748847 0.6236559139784946 0.8679245283018867 0.5087719298245614 0.9426229508196722 0.8055555555555556 0.8041958041958042 0.636 0.0 0.725 0.0 0.9082854373490235 0.7164179104477612 0.947945205479452 0.6486486486486487 0.9664804469273743 0.8 0.9301075268817204 0.406
all-distilroberta-v1 6 0.569 0.0 0.571 0.0 0.7096073762557296 0.6485875706214689 0.7378477100309075 0.8758901322482198 0.6181732580037664 0.5149521531100478 0.9149825783972125 0.648 0.0 0.632 0.0 0.7473717002787342 0.7266666666666667 0.760233918128655 0.8861788617886179 0.6565656565656566 0.615819209039548 0.9027777777777778 0.636 0.0 0.606 0.0 0.7386666666666666 0.7000000000000001 0.7599999999999999 0.875 0.6551724137931034 0.5833333333333334 0.9047619047619048 0.671 0.0 0.668 0.0 0.7591320975498381 0.7571428571428572 0.7605633802816902 0.8983050847457628 0.6585365853658537 0.654320987654321 0.9 0.636 0.0 0.623 0.0 0.7464393440914155 0.5970149253731344 0.7931034482758621 0.851063829787234 0.6877076411960132 0.45977011494252873 0.9366515837104072 0.548 0.0 0.547 0.0 0.7138940400653794 0.6442953020134228 0.7464114832535885 0.8421052631578947 0.639344262295082 0.5217391304347826 0.896551724137931 0.685 0.0 0.68 0.0 0.7752105812150917 0.5378151260504203 0.8242811501597443 0.8648648648648649 0.7206703910614525 0.3902439024390244 0.9626865671641791 0.521
all-distilroberta-v1_mask 6 0.715 0.0 0.723 0.0 0.8239411518460633 0.6880290205562273 0.8868421052631579 0.5788402848423194 0.9519774011299436 0.8479880774962743 0.8300492610837439 0.714 0.0 0.725 0.0 0.7807002364195977 0.6596858638743456 0.8558758314855875 0.5121951219512195 0.9747474747474747 0.9264705882352942 0.7628458498023716 0.719 0.0 0.719 0.0 0.7981704059829061 0.6730769230769231 0.8671875 0.546875 0.9568965517241379 0.875 0.7928571428571428 0.768 0.0 0.758 0.0 0.7584476174351449 0.6436781609195402 0.841025641025641 0.4745762711864407 1.0 1.0 0.7256637168141593 0.673 0.0 0.696 0.0 0.8702405174006986 0.7065868263473053 0.9213483146067417 0.6276595744680851 0.9534883720930233 0.8082191780821918 0.8913043478260869 0.692 0.0 0.692 0.0 0.8537988761452449 0.7474747474747475 0.9034749034749034 0.6491228070175439 0.9590163934426229 0.8809523809523809 0.8540145985401459 0.648 0.0 0.698 0.0 0.8849026790203262 0.6470588235294118 0.9340659340659342 0.5945945945945946 0.9497206703910615 0.7096774193548387 0.918918918918919 0.521
all-MiniLM-L12-v2 6 0.538 0.0 0.538 0.0 0.6447700843562072 0.6158578263841421 0.6581508515815084 0.9165818921668362 0.5094161958568738 0.46371590324240863 0.929553264604811 0.591 0.0 0.574 0.0 0.6559902862380873 0.6625766871165644 0.6518987341772152 0.8780487804878049 0.5202020202020202 0.5320197044334976 0.8728813559322034 0.596 0.0 0.564 0.0 0.6424050089470015 0.6242774566473989 0.6524064171122995 0.84375 0.5258620689655172 0.4954128440366973 0.8591549295774648 0.592 0.0 0.586 0.0 0.6740596287995654 0.7058823529411765 0.6511627906976745 0.9152542372881356 0.5121951219512195 0.574468085106383 0.8936170212765957 0.623 0.0 0.599 0.0 0.6778539415500928 0.5508196721311476 0.7175257731958763 0.8936170212765957 0.5780730897009967 0.3981042654028436 0.9456521739130435 0.526 0.0 0.503 0.0 0.6321435174035088 0.6035502958579881 0.6455026455026455 0.8947368421052632 0.5 0.45535714285714285 0.9104477611940298 0.683 0.0 0.673 0.0 0.7158555614437966 0.48529411764705876 0.7635135135135135 0.8918918918918919 0.6312849162011173 0.3333333333333333 0.9658119658119658 0.537
all-MiniLM-L12-v2_mask 6 0.72 0.0 0.727 0.0 0.8301645578922269 0.7029585798816569 0.8890362511052166 0.6042726347914548 0.946798493408663 0.8401697312588402 0.8379166666666666 0.72 0.0 0.716 0.0 0.796797920716662 0.6903553299492386 0.8629213483146068 0.5528455284552846 0.9696969696969697 0.918918918918919 0.7773279352226721 0.747 0.0 0.728 0.0 0.7914153434156458 0.6601941747572816 0.8638132295719846 0.53125 0.9568965517241379 0.8717948717948718 0.7872340425531915 0.727 0.0 0.724 0.0 0.8038328051908858 0.723404255319149 0.8617021276595745 0.576271186440678 0.9878048780487805 0.9714285714285714 0.7641509433962265 0.661 0.0 0.698 0.0 0.8619516038838899 0.6867469879518072 0.9166666666666666 0.6063829787234043 0.9501661129568106 0.7916666666666666 0.8854489164086687 0.656 0.0 0.668 0.0 0.8121361479701463 0.6734693877551021 0.8769230769230769 0.5789473684210527 0.9344262295081968 0.8048780487804879 0.8260869565217391 0.657 0.0 0.723 0.0 0.9040855658502719 0.7058823529411764 0.9450549450549451 0.6486486486486487 0.9608938547486033 0.7741935483870968 0.9297297297297298 0.537
multi-qa-distilbert-cos-v1 6 0.543 0.0 0.541 0.0 0.5750776097049626 0.5898964543457798 0.5682193591014205 0.9562563580874873 0.4048964218455744 0.426497277676951 0.9523809523809523 0.664 0.0 0.627 0.0 0.6032931221139612 0.6611111111111111 0.5673758865248226 0.967479674796748 0.40404040404040403 0.5021097046413502 0.9523809523809523 0.636 0.0 0.592 0.0 0.6342788648126968 0.6524064171122994 0.6242774566473988 0.953125 0.46551724137931033 0.4959349593495935 0.9473684210526315 0.701 0.0 0.678 0.0 0.5580138985579034 0.6705202312138728 0.4770642201834863 0.9830508474576272 0.3170731707317073 0.5087719298245614 0.9629629629629629 0.629 0.0 0.605 0.0 0.6562058820450002 0.5538461538461539 0.6881720430107529 0.9574468085106383 0.53156146179402 0.38961038961038963 0.975609756097561 0.512 0.0 0.513 0.0 0.5886640587180928 0.6010928961748634 0.5828571428571427 0.9649122807017544 0.4180327868852459 0.4365079365079365 0.9622641509433962 0.681 0.0 0.665 0.0 0.7073984134693218 0.49295774647887325 0.7517241379310345 0.9459459459459459 0.6089385474860335 0.3333333333333333 0.9819819819819819 0.569
multi-qa-distilbert-cos-v1_mask 6 0.714 0.0 0.723 0.0 0.8384071556893338 0.7287853577371048 0.8891407844026298 0.6683621566632757 0.9232580037664784 0.801219512195122 0.8574551814604285 0.725 0.0 0.708 0.0 0.794751186567965 0.6985645933014354 0.8545034642032333 0.5934959349593496 0.9343434343434344 0.8488372093023255 0.7872340425531915 0.761 0.0 0.731 0.0 0.8244809403706157 0.7394957983193278 0.871369294605809 0.6875 0.9051724137931034 0.8 0.84 0.749 0.0 0.716 0.0 0.754294720252167 0.6444444444444444 0.8333333333333334 0.4915254237288136 0.975609756097561 0.9354838709677419 0.7272727272727273 0.679 0.0 0.705 0.0 0.8609956552629128 0.6900584795321637 0.9143780290791599 0.6276595744680851 0.9401993355481728 0.7662337662337663 0.889937106918239 0.72 0.0 0.703 0.0 0.8213032829338276 0.6990291262135923 0.8784313725490196 0.631578947368421 0.9180327868852459 0.782608695652174 0.8421052631578947 0.621 0.0 0.694 0.0 0.8944941224352989 0.676470588235294 0.9395604395604397 0.6216216216216216 0.9553072625698324 0.7419354838709677 0.9243243243243243 0.569
all-MiniLM-L6-v2 6 0.555 0.0 0.557 0.0 0.6564300128757482 0.6268861454046639 0.6701030927835052 0.9298067141403866 0.5202448210922788 0.47284014485256076 0.9412265758091993 0.635 0.0 0.618 0.0 0.7002553602800473 0.7037037037037037 0.6981132075471698 0.926829268292683 0.5606060606060606 0.5671641791044776 0.925 0.624 0.0 0.582 0.0 0.6805256869772999 0.6666666666666665 0.6881720430107526 0.90625 0.5517241379310345 0.5272727272727272 0.9142857142857143 0.666 0.0 0.669 0.0 0.7265764023210831 0.7466666666666667 0.712121212121212 0.9491525423728814 0.573170731707317 0.6153846153846154 0.94 0.63 0.0 0.609 0.0 0.6749806043282971 0.5548387096774193 0.7124999999999999 0.9148936170212766 0.5681063122923588 0.39814814814814814 0.9553072625698324 0.531 0.0 0.526 0.0 0.6370994469343663 0.6117647058823529 0.648936170212766 0.9122807017543859 0.5 0.46017699115044247 0.9242424242424242 0.682 0.0 0.67 0.0 0.707566862361383 0.48571428571428577 0.7534246575342466 0.918918918918919 0.6145251396648045 0.3300970873786408 0.9734513274336283 0.536
all-MiniLM-L6-v2_mask 6 0.721 0.0 0.732 0.0 0.836394477120083 0.7114577084583084 0.8942159665713657 0.6032553407934893 0.9571563088512242 0.8669590643274854 0.8390425092860091 0.698 0.0 0.7 0.0 0.7604571813198683 0.6282722513089005 0.8425720620842573 0.4878048780487805 0.9595959595959596 0.8823529411764706 0.7509881422924901 0.733 0.0 0.708 0.0 0.7693744164332401 0.6285714285714286 0.8470588235294119 0.515625 0.9310344827586207 0.8048780487804879 0.7769784172661871 0.744 0.0 0.725 0.0 0.7493528831621714 0.627906976744186 0.8367346938775511 0.4576271186440678 1.0 1.0 0.7192982456140351 0.665 0.0 0.699 0.0 0.8778802649742103 0.7228915662650603 0.9262820512820513 0.6382978723404256 0.9601328903654485 0.8333333333333334 0.8947368421052632 0.671 0.0 0.681 0.0 0.835619129473878 0.7142857142857142 0.8923076923076922 0.6140350877192983 0.9508196721311475 0.8536585365853658 0.8405797101449275 0.652 0.0 0.718 0.0 0.9136770092652445 0.7352941176470588 0.9505494505494506 0.6756756756756757 0.9664804469273743 0.8064516129032258 0.9351351351351351 0.536
multi-qa-MiniLM-L6-cos-v1 6 0.537 0.0 0.538 0.0 0.549070710034899 0.5796568627450981 0.5349152542372881 0.9623601220752798 0.3714689265536723 0.4147303814116616 0.9552058111380145 0.636 0.0 0.61 0.0 0.6201090086643407 0.6740947075208914 0.5865724381625441 0.983739837398374 0.41919191919191917 0.5127118644067796 0.9764705882352941 0.642 0.0 0.588 0.0 0.6066168181771173 0.6424870466321244 0.5868263473053892 0.96875 0.4224137931034483 0.4806201550387597 0.9607843137254902 0.636 0.0 0.638 0.0 0.6383597486055741 0.7108433734939759 0.5862068965517241 1.0 0.4146341463414634 0.5514018691588785 1.0 0.626 0.0 0.609 0.0 0.6499798007002423 0.5375 0.6851063829787234 0.9148936170212766 0.5348837209302325 0.3805309734513274 0.9526627218934911 0.541 0.0 0.524 0.0 0.5762670962972262 0.5730337078651685 0.5777777777777777 0.8947368421052632 0.4262295081967213 0.4214876033057851 0.896551724137931 0.659 0.0 0.665 0.0 0.7073984134693218 0.49295774647887325 0.7517241379310345 0.9459459459459459 0.6089385474860335 0.3333333333333333 0.9819819819819819 0.581
multi-qa-MiniLM-L6-cos-v1_mask 6 0.709 0.0 0.721 0.0 0.8461972809859029 0.7518324607329844 0.8898698884758364 0.7304170905391658 0.9016007532956686 0.7745415318230853 0.8784403669724771 0.71 0.0 0.702 0.0 0.7914879089409281 0.7031963470319634 0.8463356973995273 0.6260162601626016 0.9040404040404041 0.8020833333333334 0.7955555555555556 0.737 0.0 0.711 0.0 0.8156368794326241 0.7359999999999999 0.8595744680851064 0.71875 0.8706896551724138 0.7540983606557377 0.8487394957983193 0.771 0.0 0.728 0.0 0.7585634525426286 0.6595744680851064 0.8297872340425531 0.5254237288135594 0.9512195121951219 0.8857142857142857 0.7358490566037735 0.668 0.0 0.703 0.0 0.8650675322251847 0.7135135135135136 0.912396694214876 0.7021276595744681 0.9169435215946844 0.7252747252747253 0.9078947368421053 0.667 0.0 0.676 0.0 0.8411073867163253 0.7407407407407408 0.888 0.7017543859649122 0.9098360655737705 0.7843137254901961 0.8671875 0.656 0.0 0.73 0.0 0.8860249036305374 0.6753246753246753 0.9295774647887324 0.7027027027027027 0.9217877094972067 0.65 0.9375 0.581
paraphrase-multilingual-mpnet-base-v2 6 0.59 0.0 0.573 0.0 0.6452133291319093 0.622342220722241 0.655798215933559 0.9379450661241099 0.5018832391713748 0.46565656565656566 0.9458740017746229 0.622 0.0 0.591 0.0 0.6414587018523048 0.6686217008797654 0.6245847176079734 0.926829268292683 0.47474747474747475 0.5229357798165137 0.912621359223301 0.607 0.0 0.56 0.0 0.6222222222222222 0.6222222222222222 0.6222222222222222 0.875 0.4827586206896552 0.4827586206896552 0.875 0.654 0.0 0.655 0.0 0.6667620496566757 0.7204968944099378 0.628099173553719 0.9830508474576272 0.4634146341463415 0.5686274509803921 0.9743589743589743 0.674 0.0 0.651 0.0 0.7011875417175345 0.5863192182410424 0.7370600414078675 0.9574468085106383 0.5913621262458472 0.4225352112676056 0.978021978021978 0.591 0.0 0.553 0.0 0.6160411939895613 0.6101694915254237 0.6187845303867403 0.9473684210526315 0.45901639344262296 0.45 0.9491525423728814 0.728 0.0 0.726 0.0 0.764420482632403 0.5538461538461539 0.8079470198675496 0.972972972972973 0.6815642458100558 0.3870967741935484 0.991869918699187 0.447
paraphrase-multilingual-mpnet-base-v2_mask 6 0.734 0.0 0.736 0.0 0.8493998826403499 0.7497267759562841 0.8955291970802919 0.6978636826042727 0.9241996233521658 0.8099173553719008 0.8685840707964602 0.687 0.0 0.687 0.0 0.7830849405438787 0.6764705882352942 0.8493150684931509 0.5609756097560976 0.9393939393939394 0.8518518518518519 0.775 0.724 0.0 0.695 0.0 0.78193315266486 0.6666666666666666 0.8455284552845529 0.59375 0.896551724137931 0.76 0.8 0.73 0.0 0.727 0.0 0.7850078802206462 0.688888888888889 0.8541666666666666 0.5254237288135594 1.0 1.0 0.7454545454545455 0.729 0.0 0.755 0.0 0.900323643403565 0.7868852459016393 0.9357495881383855 0.7659574468085106 0.9435215946843853 0.8089887640449438 0.9281045751633987 0.713 0.0 0.729 0.0 0.8989522706480058 0.8392857142857144 0.9268292682926829 0.8245614035087719 0.9344262295081968 0.8545454545454545 0.9193548387096774 0.726 0.0 0.771 0.0 0.9011277576198962 0.7042253521126761 0.9418282548476454 0.6756756756756757 0.9497206703910615 0.7352941176470589 0.9340659340659341 0.447
paraphrase-albert-small-v2 6 0.541 0.0 0.531 0.0 0.6526918335842125 0.6168808614102119 0.6692653673163418 0.9033570701932858 0.5254237288135594 0.46835443037974683 0.921552436003303 0.624 0.0 0.576 0.0 0.6710810094971433 0.6923076923076923 0.6578947368421053 0.9512195121951219 0.5050505050505051 0.5441860465116279 0.9433962264150944 0.654 0.0 0.582 0.0 0.6974196229551551 0.6820809248554913 0.7058823529411765 0.921875 0.5689655172413793 0.5412844036697247 0.9295774647887324 0.57 0.0 0.584 0.0 0.6321766491979257 0.7030303030303029 0.5811965811965811 0.9830508474576272 0.4146341463414634 0.5471698113207547 0.9714285714285714 0.628 0.0 0.607 0.0 0.7325561972993095 0.5808823529411764 0.7799227799227798 0.8404255319148937 0.6710963455149501 0.4438202247191011 0.9308755760368663 0.542 0.0 0.518 0.0 0.6151054740212976 0.5882352941176471 0.6276595744680852 0.8771929824561403 0.48360655737704916 0.4424778761061947 0.8939393939393939 0.689 0.0 0.666 0.0 0.8156136528685548 0.5686274509803922 0.8666666666666666 0.7837837837837838 0.7988826815642458 0.4461538461538462 0.9470198675496688 0.503
paraphrase-albert-small-v2_mask 6 0.695 0.0 0.695 0.0 0.8081770651107139 0.6537741734248286 0.8796356538711777 0.5330620549338759 0.9548022598870056 0.8451612903225807 0.8154402895054282 0.697 0.0 0.687 0.0 0.7604571813198683 0.6282722513089005 0.8425720620842573 0.4878048780487805 0.9595959595959596 0.8823529411764706 0.7509881422924901 0.729 0.0 0.686 0.0 0.779496220182254 0.6407766990291262 0.8560311284046693 0.515625 0.9482758620689655 0.8461538461538461 0.7801418439716312 0.705 0.0 0.704 0.0 0.7364071732902617 0.6136363636363636 0.8247422680412371 0.4576271186440678 0.975609756097561 0.9310344827586207 0.7142857142857143 0.685 0.0 0.695 0.0 0.8675190416420401 0.6842105263157894 0.9247648902821316 0.5531914893617021 0.9800664451827242 0.896551724137931 0.8753709198813057 0.662 0.0 0.664 0.0 0.8395267327994562 0.7157894736842105 0.897338403041825 0.5964912280701754 0.9672131147540983 0.8947368421052632 0.8368794326241135 0.688 0.0 0.702 0.0 0.8904834307992203 0.631578947368421 0.944 0.4864864864864865 0.9888268156424581 0.9 0.9030612244897959 0.503
paraphrase-multilingual-MiniLM-L12-v2 6 0.602 0.0 0.583 0.0 0.6877785574359822 0.6482856132909156 0.706056129985229 0.9328585961342828 0.562617702448211 0.4967497291440953 0.9476605868358445 0.669 0.0 0.627 0.0 0.6406501640892839 0.6705539358600584 0.6220735785953179 0.9349593495934959 0.4696969696969697 0.5227272727272727 0.9207920792079208 0.629 0.0 0.592 0.0 0.6455419736318613 0.6404494382022472 0.6483516483516484 0.890625 0.5086206896551724 0.5 0.8939393939393939 0.711 0.0 0.714 0.0 0.6321766491979257 0.7030303030303029 0.5811965811965811 0.9830508474576272 0.4146341463414634 0.5471698113207547 0.9714285714285714 0.664 0.0 0.655 0.0 0.7655233359530645 0.6376811594202898 0.8054474708171205 0.9361702127659575 0.6877076411960132 0.4835164835164835 0.971830985915493 0.596 0.0 0.566 0.0 0.6957818407539078 0.65 0.7171717171717171 0.9122807017543859 0.5819672131147541 0.5048543689320388 0.9342105263157895 0.695 0.0 0.721 0.0 0.8196364194836477 0.6206896551724138 0.8607594936708861 0.972972972972973 0.7597765363128491 0.45569620253164556 0.9927007299270073 0.469
paraphrase-multilingual-MiniLM-L12-v2_mask 6 0.722 0.0 0.721 0.0 0.8382104396108324 0.7236467236467238 0.89123121776183 0.6459816887080366 0.9354990583804144 0.822538860103627 0.8509635974304068 0.699 0.0 0.695 0.0 0.7933189332534913 0.6926829268292684 0.8558352402745996 0.5772357723577236 0.9444444444444444 0.8658536585365854 0.7824267782426778 0.735 0.0 0.702 0.0 0.8037122375832052 0.6964285714285714 0.8629032258064515 0.609375 0.9224137931034483 0.8125 0.8106060606060606 0.713 0.0 0.712 0.0 0.7802846805363391 0.6881720430107526 0.8465608465608465 0.5423728813559322 0.975609756097561 0.9411764705882353 0.7476635514018691 0.681 0.0 0.72 0.0 0.8761442779138897 0.7218934911242603 0.9243156199677939 0.648936170212766 0.9534883720930233 0.8133333333333334 0.896875 0.687 0.0 0.7 0.0 0.8611772921459087 0.7647058823529413 0.9062499999999999 0.6842105263157895 0.9508196721311475 0.8666666666666667 0.8656716417910447 0.658 0.0 0.732 0.0 0.8889771083698704 0.6567164179104478 0.9369863013698629 0.5945945945945946 0.9553072625698324 0.7333333333333333 0.9193548387096774 0.469
paraphrase-MiniLM-L3-v2 6 0.507 0.0 0.503 0.0 0.5443514005940275 0.5737100737100737 0.5307640297498311 0.9501525940996948 0.3695856873822976 0.41091069071711395 0.9412470023980816 0.566 0.0 0.539 0.0 0.4984808556110991 0.6145833333333334 0.42635658914728686 0.959349593495935 0.2777777777777778 0.4521072796934866 0.9166666666666666 0.572 0.0 0.54 0.0 0.5724095849751276 0.61139896373057 0.5508982035928145 0.921875 0.39655172413793105 0.4573643410852713 0.9019607843137255 0.532 0.0 0.561 0.0 0.3735463971623045 0.6178010471204188 0.1978021978021978 1.0 0.10975609756097561 0.44696969696969696 1.0 0.614 0.0 0.597 0.0 0.6769759399476667 0.5623003194888179 0.7127882599580714 0.9361702127659575 0.5647840531561462 0.4018264840182648 0.9659090909090909 0.482 0.0 0.468 0.0 0.5707774604317952 0.5869565217391304 0.5632183908045977 0.9473684210526315 0.4016393442622951 0.4251968503937008 0.9423076923076923 0.688 0.0 0.689 0.0 0.752164686752913 0.5271317829457364 0.7986798679867987 0.918918918918919 0.6759776536312849 0.3695652173913043 0.9758064516129032 0.569
paraphrase-MiniLM-L3-v2_mask 6 0.69 0.0 0.701 0.0 0.8277371530930501 0.7094972067039105 0.8824593128390597 0.6459816887080366 0.9190207156308852 0.7868649318463445 0.8486956521739131 0.659 0.0 0.663 0.0 0.7780854207595238 0.673076923076923 0.8433179723502304 0.5691056910569106 0.9242424242424242 0.8235294117647058 0.7754237288135594 0.689 0.0 0.672 0.0 0.7843053026412039 0.6779661016949152 0.8429752066115702 0.625 0.8793103448275862 0.7407407407407407 0.8095238095238095 0.702 0.0 0.683 0.0 0.7696513002364065 0.6666666666666666 0.8437499999999999 0.5084745762711864 0.9878048780487805 0.967741935483871 0.7363636363636363 0.664 0.0 0.691 0.0 0.8796352768909939 0.7325581395348837 0.9255663430420713 0.6702127659574468 0.9501661129568106 0.8076923076923077 0.9022082018927445 0.68 0.0 0.684 0.0 0.8621150546985237 0.7692307692307693 0.905511811023622 0.7017543859649122 0.9426229508196722 0.851063829787234 0.8712121212121212 0.643 0.0 0.699 0.0 0.8944941224352989 0.676470588235294 0.9395604395604397 0.6216216216216216 0.9553072625698324 0.7419354838709677 0.9243243243243243 0.569
distiluse-base-multilingual-cased-v1 6 0.568 0.0 0.57 0.0 0.5595674898648137 0.5856966707768188 0.5474747474747474 0.9664292980671414 0.3827683615819209 0.42016806722689076 0.9609929078014184 0.649 0.0 0.631 0.0 0.4832824718672516 0.6173469387755102 0.4000000000000001 0.983739837398374 0.25252525252525254 0.44981412639405205 0.9615384615384616 0.643 0.0 0.604 0.0 0.5657896105787739 0.6231155778894473 0.5341614906832298 0.96875 0.3706896551724138 0.45925925925925926 0.9555555555555556 0.682 0.0 0.704 0.0 0.3473150018765816 0.6113989637305699 0.15730337078651685 1.0 0.08536585365853659 0.44029850746268656 1.0 0.614 0.0 0.606 0.0 0.6394134958613726 0.5337423312883435 0.6724137931034482 0.925531914893617 0.5182724252491694 0.375 0.9570552147239264 0.482 0.0 0.487 0.0 0.5323532907754804 0.5638297872340426 0.5176470588235293 0.9298245614035088 0.36065573770491804 0.40458015267175573 0.9166666666666666 0.681 0.0 0.689 0.0 0.7158001686987197 0.4927536231884059 0.7619047619047621 0.918918918918919 0.6256983240223464 0.33663366336633666 0.9739130434782609 0.609
distiluse-base-multilingual-cased-v1_mask 6 0.69 0.0 0.71 0.0 0.8215510012778129 0.6865315852205006 0.8840388007054674 0.5859613428280773 0.9439736346516008 0.8287769784172662 0.8312603648424544 0.665 0.0 0.682 0.0 0.7682189713683737 0.6424870466321244 0.8463251670378619 0.5040650406504065 0.9595959595959596 0.8857142857142857 0.7569721115537849 0.715 0.0 0.707 0.0 0.762553418803419 0.6153846153846154 0.8437500000000001 0.5 0.9310344827586207 0.8 0.7714285714285715 0.672 0.0 0.686 0.0 0.7762697686209954 0.6741573033707865 0.8497409326424871 0.5084745762711864 1.0 1.0 0.7387387387387387 0.659 0.0 0.682 0.0 0.8702405174006986 0.7065868263473053 0.9213483146067417 0.6276595744680851 0.9534883720930233 0.8082191780821918 0.8913043478260869 0.68 0.0 0.669 0.0 0.8380401741702269 0.7254901960784313 0.8906250000000001 0.6491228070175439 0.9344262295081968 0.8222222222222222 0.8507462686567164 0.627 0.0 0.689 0.0 0.8972391066396518 0.676923076923077 0.9427792915531337 0.5945945945945946 0.9664804469273743 0.7857142857142857 0.9202127659574468 0.609
distiluse-base-multilingual-cased-v2 6 0.565 0.0 0.567 0.0 0.54760073734784 0.5805860805860805 0.5323349217154527 0.9674465920651069 0.3681732580037665 0.41474051460968164 0.9606879606879607 0.67 0.0 0.648 0.0 0.4763929048254816 0.6122448979591836 0.39200000000000007 0.975609756097561 0.2474747474747475 0.44609665427509293 0.9423076923076923 0.643 0.0 0.598 0.0 0.5471666666666667 0.6100000000000001 0.5125000000000001 0.953125 0.35344827586206895 0.4485294117647059 0.9318181818181818 0.734 0.0 0.753 0.0 0.3605545705279748 0.6145833333333334 0.17777777777777776 1.0 0.0975609756097561 0.44360902255639095 1.0 0.619 0.0 0.608 0.0 0.6510816317367936 0.5504587155963303 0.6825053995680346 0.9574468085106383 0.5249169435215947 0.38626609442060084 0.9753086419753086 0.485 0.0 0.486 0.0 0.5527847865949717 0.572972972972973 0.5433526011560693 0.9298245614035088 0.38524590163934425 0.4140625 0.9215686274509803 0.683 0.0 0.693 0.0 0.7236540571654705 0.5211267605633803 0.7655172413793103 1.0 0.6201117318435754 0.3523809523809524 1.0 0.601
distiluse-base-multilingual-cased-v2_mask 6 0.694 0.0 0.714 0.0 0.8198967014733568 0.683740321620012 0.8829106945975743 0.5839267548321465 0.9425612052730696 0.8247126436781609 0.830360846121941 0.676 0.0 0.69 0.0 0.7682189713683737 0.6424870466321244 0.8463251670378619 0.5040650406504065 0.9595959595959596 0.8857142857142857 0.7569721115537849 0.722 0.0 0.707 0.0 0.776123739249575 0.6415094339622642 0.8503937007874016 0.53125 0.9310344827586207 0.8095238095238095 0.782608695652174 0.688 0.0 0.698 0.0 0.7584476174351449 0.6436781609195402 0.841025641025641 0.4745762711864407 1.0 1.0 0.7256637168141593 0.662 0.0 0.692 0.0 0.8658802181471429 0.691358024691358 0.9203821656050956 0.5957446808510638 0.9601328903654485 0.8235294117647058 0.8837920489296636 0.671 0.0 0.67 0.0 0.8252176172534753 0.7 0.8837209302325582 0.6140350877192983 0.9344262295081968 0.813953488372093 0.8382352941176471 0.647 0.0 0.71 0.0 0.8999483354322064 0.6774193548387097 0.9459459459459459 0.5675675675675675 0.9776536312849162 0.84 0.9162303664921466 0.601
multi-qa-MiniLM-L6-dot-v1 6 0.465 0.0 0.473 0.0 0.661895080618046 0.5923423423423423 0.6940845070422534 0.8026449643947101 0.5800376647834274 0.4693634741225461 0.8639551192145862 0.591 0.0 0.581 0.0 0.6935361849138336 0.6816720257234726 0.7009063444108761 0.8617886178861789 0.5858585858585859 0.5638297872340425 0.8721804511278195 0.557 0.0 0.538 0.0 0.666956746956747 0.6303030303030304 0.6871794871794872 0.8125 0.5775862068965517 0.5148514851485149 0.8481012658227848 0.621 0.0 0.632 0.0 0.7285962475925957 0.7397260273972602 0.7205882352941176 0.9152542372881356 0.5975609756097561 0.6206896551724138 0.9074074074074074 0.563 0.0 0.564 0.0 0.7396340798980173 0.5934065934065934 0.7852998065764023 0.8617021276595744 0.6744186046511628 0.45251396648044695 0.9398148148148148 0.47 0.0 0.471 0.0 0.6854522311010536 0.6329113924050632 0.71 0.8771929824561403 0.5819672131147541 0.49504950495049505 0.9102564102564102 0.603 0.0 0.637 0.0 0.7825017652407587 0.5391304347826087 0.832807570977918 0.8378378378378378 0.7374301675977654 0.3974358974358974 0.9565217391304348 0.268
multi-qa-MiniLM-L6-dot-v1_mask 6 0.55 0.0 0.569 0.0 0.7706206578703779 0.5988165680473373 0.850132625994695 0.5147507629704985 0.905367231638418 0.7157001414427157 0.80125 0.616 0.0 0.618 0.0 0.7398816991503031 0.6108374384236452 0.8200455580865603 0.5040650406504065 0.9090909090909091 0.775 0.7468879668049793 0.602 0.0 0.602 0.0 0.7426219870664315 0.5925925925925926 0.8253968253968255 0.5 0.896551724137931 0.7272727272727273 0.7647058823529411 0.659 0.0 0.647 0.0 0.736989817814533 0.631578947368421 0.8128342245989305 0.5084745762711864 0.926829268292683 0.8333333333333334 0.7238095238095238 0.564 0.0 0.606 0.0 0.8497858443247999 0.654320987654321 0.910828025477707 0.5638297872340425 0.9501661129568106 0.7794117647058824 0.8746177370030581 0.552 0.0 0.556 0.0 0.7800921893918474 0.6105263157894737 0.8593155893536122 0.5087719298245614 0.9262295081967213 0.7631578947368421 0.8014184397163121 0.54 0.0 0.647 0.0 0.9082854373490235 0.7164179104477612 0.947945205479452 0.6486486486486487 0.9664804469273743 0.8 0.9301075268817204 0.268
multi-qa-distilbert-dot-v1 6 0.522 0.0 0.531 0.0 0.6230193461464165 0.5987175160310496 0.6342663795755152 0.9023397761953205 0.4854048964218456 0.447979797979798 0.9148181011535049 0.605 0.0 0.576 0.0 0.5941335562653214 0.6518105849582173 0.5583038869257951 0.9512195121951219 0.398989898989899 0.4957627118644068 0.9294117647058824 0.598 0.0 0.566 0.0 0.6432591129220343 0.6483516483516484 0.6404494382022472 0.921875 0.49137931034482757 0.5 0.9193548387096774 0.606 0.0 0.586 0.0 0.5179331306990882 0.6553672316384181 0.4190476190476191 0.9830508474576272 0.2682926829268293 0.4915254237288136 0.9565217391304348 0.612 0.0 0.588 0.0 0.6717159213425635 0.5615141955835962 0.7061310782241015 0.9468085106382979 0.5548172757475083 0.3991031390134529 0.9709302325581395 0.526 0.0 0.516 0.0 0.645808380725838 0.632183908045977 0.6521739130434782 0.9649122807017544 0.4918032786885246 0.4700854700854701 0.967741935483871 0.644 0.0 0.639 0.0 0.695097770357286 0.47552447552447547 0.7404844290657441 0.918918918918919 0.5977653631284916 0.32075471698113206 0.9727272727272728 0.519
multi-qa-distilbert-dot-v1_mask 6 0.647 0.0 0.663 0.0 0.8025127145672288 0.6548463356973995 0.8708536045997346 0.5635808748728383 0.9270244821092278 0.7813822284908322 0.8211009174311926 0.676 0.0 0.666 0.0 0.7621720098327213 0.6507177033492823 0.8314087759815243 0.5528455284552846 0.9090909090909091 0.7906976744186046 0.7659574468085106 0.686 0.0 0.66 0.0 0.7589787476822137 0.631578947368421 0.8292682926829268 0.5625 0.8793103448275862 0.72 0.7846153846153846 0.702 0.0 0.688 0.0 0.7670481243500148 0.6736842105263159 0.8342245989304812 0.5423728813559322 0.9512195121951219 0.8888888888888888 0.7428571428571429 0.62 0.0 0.667 0.0 0.858208105422437 0.674846625766871 0.9154704944178629 0.5851063829787234 0.9534883720930233 0.7971014492753623 0.8803680981595092 0.661 0.0 0.66 0.0 0.8054913970187629 0.6597938144329897 0.8735632183908045 0.5614035087719298 0.9344262295081968 0.8 0.8201438848920863 0.55 0.0 0.654 0.0 0.9028076760317197 0.696969696969697 0.9453551912568307 0.6216216216216216 0.9664804469273743 0.7931034482758621 0.9251336898395722 0.519
multi-qa-mpnet-base-dot-v1 6 0.518 0.0 0.518 0.0 0.7092661932399833 0.6294536817102138 0.7462039045553145 0.8087487283825026 0.647834274952919 0.5152300712896954 0.8797953964194374 0.622 0.0 0.601 0.0 0.7388254762218168 0.7038327526132404 0.7605633802816901 0.8211382113821138 0.6818181818181818 0.6158536585365854 0.8598726114649682 0.601 0.0 0.545 0.0 0.6900603199580383 0.6322580645161291 0.7219512195121951 0.765625 0.6379310344827587 0.5384615384615384 0.8314606741573034 0.667 0.0 0.663 0.0 0.802682140554481 0.7878787878787878 0.8133333333333334 0.8813559322033898 0.7439024390243902 0.7123287671232876 0.8970588235294118 0.616 0.0 0.599 0.0 0.7397024143363089 0.5963636363636364 0.7844660194174757 0.8723404255319149 0.6710963455149501 0.4530386740331492 0.9439252336448598 0.537 0.0 0.513 0.0 0.7247840119393888 0.653061224489796 0.7582938388625593 0.8421052631578947 0.6557377049180327 0.5333333333333333 0.898876404494382 0.66 0.0 0.679 0.0 0.7561449195906432 0.5312500000000001 0.8026315789473684 0.918918918918919 0.6815642458100558 0.37362637362637363 0.976 0.406
multi-qa-mpnet-base-dot-v1_mask 6 0.663 0.0 0.669 0.0 0.7918084975573222 0.6172680412371134 0.8725868725868726 0.4872838250254323 0.9576271186440678 0.8418277680140598 0.8014184397163121 0.688 0.0 0.68 0.0 0.7242968327893154 0.5604395604395603 0.826086956521739 0.4146341463414634 0.9595959595959596 0.864406779661017 0.7251908396946565 0.694 0.0 0.664 0.0 0.7393939393939394 0.5656565656565656 0.8352490421455938 0.4375 0.9396551724137931 0.8 0.7517241379310344 0.719 0.0 0.717 0.0 0.7053373335102411 0.5542168674698795 0.8140703517587939 0.3898305084745763 0.9878048780487805 0.9583333333333334 0.6923076923076923 0.64 0.0 0.671 0.0 0.8543670886075948 0.6625 0.9142857142857143 0.5638297872340425 0.9568106312292359 0.803030303030303 0.8753799392097265 0.616 0.0 0.616 0.0 0.7901406678748847 0.6236559139784946 0.8679245283018867 0.5087719298245614 0.9426229508196722 0.8055555555555556 0.8041958041958042 0.636 0.0 0.725 0.0 0.9082854373490235 0.7164179104477612 0.947945205479452 0.6486486486486487 0.9664804469273743 0.8 0.9301075268817204 0.406
multi-qa-MiniLM-L6-cos-v1 6 0.537 0.0 0.538 0.0 0.549070710034899 0.5796568627450981 0.5349152542372881 0.9623601220752798 0.3714689265536723 0.4147303814116616 0.9552058111380145 0.636 0.0 0.61 0.0 0.6201090086643407 0.6740947075208914 0.5865724381625441 0.983739837398374 0.41919191919191917 0.5127118644067796 0.9764705882352941 0.642 0.0 0.588 0.0 0.6066168181771173 0.6424870466321244 0.5868263473053892 0.96875 0.4224137931034483 0.4806201550387597 0.9607843137254902 0.636 0.0 0.638 0.0 0.6383597486055741 0.7108433734939759 0.5862068965517241 1.0 0.4146341463414634 0.5514018691588785 1.0 0.626 0.0 0.609 0.0 0.6499798007002423 0.5375 0.6851063829787234 0.9148936170212766 0.5348837209302325 0.3805309734513274 0.9526627218934911 0.541 0.0 0.524 0.0 0.5762670962972262 0.5730337078651685 0.5777777777777777 0.8947368421052632 0.4262295081967213 0.4214876033057851 0.896551724137931 0.659 0.0 0.665 0.0 0.7073984134693218 0.49295774647887325 0.7517241379310345 0.9459459459459459 0.6089385474860335 0.3333333333333333 0.9819819819819819 0.581
multi-qa-MiniLM-L6-cos-v1_mask 6 0.709 0.0 0.721 0.0 0.8461972809859029 0.7518324607329844 0.8898698884758364 0.7304170905391658 0.9016007532956686 0.7745415318230853 0.8784403669724771 0.71 0.0 0.702 0.0 0.7914879089409281 0.7031963470319634 0.8463356973995273 0.6260162601626016 0.9040404040404041 0.8020833333333334 0.7955555555555556 0.737 0.0 0.711 0.0 0.8156368794326241 0.7359999999999999 0.8595744680851064 0.71875 0.8706896551724138 0.7540983606557377 0.8487394957983193 0.771 0.0 0.728 0.0 0.7585634525426286 0.6595744680851064 0.8297872340425531 0.5254237288135594 0.9512195121951219 0.8857142857142857 0.7358490566037735 0.668 0.0 0.703 0.0 0.8650675322251847 0.7135135135135136 0.912396694214876 0.7021276595744681 0.9169435215946844 0.7252747252747253 0.9078947368421053 0.667 0.0 0.676 0.0 0.8411073867163253 0.7407407407407408 0.888 0.7017543859649122 0.9098360655737705 0.7843137254901961 0.8671875 0.656 0.0 0.73 0.0 0.8860249036305374 0.6753246753246753 0.9295774647887324 0.7027027027027027 0.9217877094972067 0.65 0.9375 0.581
multi-qa-distilbert-cos-v1 6 0.543 0.0 0.541 0.0 0.5750776097049626 0.5898964543457798 0.5682193591014205 0.9562563580874873 0.4048964218455744 0.426497277676951 0.9523809523809523 0.664 0.0 0.627 0.0 0.6032931221139612 0.6611111111111111 0.5673758865248226 0.967479674796748 0.40404040404040403 0.5021097046413502 0.9523809523809523 0.636 0.0 0.592 0.0 0.6342788648126968 0.6524064171122994 0.6242774566473988 0.953125 0.46551724137931033 0.4959349593495935 0.9473684210526315 0.701 0.0 0.678 0.0 0.5580138985579034 0.6705202312138728 0.4770642201834863 0.9830508474576272 0.3170731707317073 0.5087719298245614 0.9629629629629629 0.629 0.0 0.605 0.0 0.6562058820450002 0.5538461538461539 0.6881720430107529 0.9574468085106383 0.53156146179402 0.38961038961038963 0.975609756097561 0.512 0.0 0.513 0.0 0.5886640587180928 0.6010928961748634 0.5828571428571427 0.9649122807017544 0.4180327868852459 0.4365079365079365 0.9622641509433962 0.681 0.0 0.665 0.0 0.7073984134693218 0.49295774647887325 0.7517241379310345 0.9459459459459459 0.6089385474860335 0.3333333333333333 0.9819819819819819 0.569
multi-qa-distilbert-cos-v1_mask 6 0.714 0.0 0.723 0.0 0.8384071556893338 0.7287853577371048 0.8891407844026298 0.6683621566632757 0.9232580037664784 0.801219512195122 0.8574551814604285 0.725 0.0 0.708 0.0 0.794751186567965 0.6985645933014354 0.8545034642032333 0.5934959349593496 0.9343434343434344 0.8488372093023255 0.7872340425531915 0.761 0.0 0.731 0.0 0.8244809403706157 0.7394957983193278 0.871369294605809 0.6875 0.9051724137931034 0.8 0.84 0.749 0.0 0.716 0.0 0.754294720252167 0.6444444444444444 0.8333333333333334 0.4915254237288136 0.975609756097561 0.9354838709677419 0.7272727272727273 0.679 0.0 0.705 0.0 0.8609956552629128 0.6900584795321637 0.9143780290791599 0.6276595744680851 0.9401993355481728 0.7662337662337663 0.889937106918239 0.72 0.0 0.703 0.0 0.8213032829338276 0.6990291262135923 0.8784313725490196 0.631578947368421 0.9180327868852459 0.782608695652174 0.8421052631578947 0.621 0.0 0.694 0.0 0.8944941224352989 0.676470588235294 0.9395604395604397 0.6216216216216216 0.9553072625698324 0.7419354838709677 0.9243243243243243 0.569
multi-qa-mpnet-base-cos-v1 6 0.558 0.0 0.551 0.0 0.6676947125472404 0.6233120113717129 0.6882352941176471 0.8921668362156663 0.5508474576271186 0.4789732386673949 0.9169278996865203 0.659 0.0 0.64 0.0 0.7247784941279178 0.7119741100323624 0.7327327327327327 0.8943089430894309 0.6161616161616161 0.5913978494623656 0.9037037037037037 0.645 0.0 0.586 0.0 0.6768019111152419 0.6508875739644971 0.6910994764397906 0.859375 0.5689655172413793 0.5238095238095238 0.88 0.718 0.0 0.72 0.0 0.7874694978380924 0.7857142857142857 0.7887323943661972 0.9322033898305084 0.6829268292682927 0.6790123456790124 0.9333333333333333 0.645 0.0 0.632 0.0 0.7234039518849645 0.5874125874125874 0.7658730158730158 0.8936170212765957 0.6411960132890365 0.4375 0.9507389162561576 0.567 0.0 0.548 0.0 0.6791828501466266 0.6335403726708074 0.7005076142131978 0.8947368421052632 0.5655737704918032 0.49038461538461536 0.92 0.671 0.0 0.695 0.0 0.7598858728435276 0.5279999999999999 0.8078175895765474 0.8918918918918919 0.6927374301675978 0.375 0.96875 0.522
multi-qa-mpnet-base-cos-v1_mask 6 0.721 0.0 0.728 0.0 0.832563007091142 0.7063020214030916 0.8909973521624006 0.6042726347914548 0.9505649717514124 0.8497854077253219 0.8384551495016611 0.726 0.0 0.714 0.0 0.7633037187294596 0.6315789473684211 0.8451327433628318 0.4878048780487805 0.9646464646464646 0.8955223880597015 0.7519685039370079 0.767 0.0 0.733 0.0 0.7656663735871657 0.6138613861386139 0.8494208494208495 0.484375 0.9482758620689655 0.8378378378378378 0.7692307692307693 0.747 0.0 0.727 0.0 0.7608400974914088 0.651685393258427 0.8393782383419688 0.4915254237288136 0.9878048780487805 0.9666666666666667 0.7297297297297297 0.666 0.0 0.697 0.0 0.8612453849697229 0.6829268292682927 0.9169329073482427 0.5957446808510638 0.9534883720930233 0.8 0.8830769230769231 0.69 0.0 0.681 0.0 0.8121361479701463 0.6734693877551021 0.8769230769230769 0.5789473684210527 0.9344262295081968 0.8048780487804879 0.8260869565217391 0.619 0.0 0.708 0.0 0.9028076760317197 0.696969696969697 0.9453551912568307 0.6216216216216216 0.9664804469273743 0.7931034482758621 0.9251336898395722 0.522
msmarco-distilbert-base-tas-b 6 0.456 0.0 0.453 0.0 0.6044532818292894 0.5902181097157965 0.6110414052697617 0.9084435401831129 0.4585687382297552 0.43710230053842386 0.9154135338345865 0.568 0.0 0.538 0.0 0.5926340277385116 0.646067415730337 0.5594405594405594 0.9349593495934959 0.40404040404040403 0.49356223175965663 0.9090909090909091 0.602 0.0 0.551 0.0 0.6505509429303372 0.6480446927374302 0.6519337016574585 0.90625 0.5086206896551724 0.5043478260869565 0.9076923076923077 0.508 0.0 0.527 0.0 0.5021276595744681 0.6440677966101696 0.4 0.9661016949152542 0.25609756097560976 0.4830508474576271 0.9130434782608695 0.581 0.0 0.566 0.0 0.7139523352247927 0.5793103448275861 0.756 0.8936170212765957 0.627906976744186 0.42857142857142855 0.949748743718593 0.439 0.0 0.425 0.0 0.602869991240827 0.5813953488372093 0.6129032258064516 0.8771929824561403 0.4672131147540984 0.43478260869565216 0.890625 0.639 0.0 0.669 0.0 0.7954576351154133 0.576271186440678 0.8407643312101911 0.918918918918919 0.7374301675977654 0.41975308641975306 0.9777777777777777 0.17
msmarco-distilbert-base-tas-b_mask 6 0.662 0.0 0.662 0.0 0.8026948912047076 0.6483516483516483 0.8741258741258741 0.5401831129196337 0.9416195856873822 0.8106870229007633 0.8156606851549756 0.614 0.0 0.598 0.0 0.7424404569483914 0.6051282051282051 0.8277404921700224 0.4796747967479675 0.9343434343434344 0.8194444444444444 0.7429718875502008 0.706 0.0 0.664 0.0 0.7921658986175114 0.6785714285714286 0.8548387096774194 0.59375 0.9137931034482759 0.7916666666666666 0.803030303030303 0.52 0.0 0.519 0.0 0.6734819101059429 0.5060240963855422 0.7939698492462313 0.3559322033898305 0.9634146341463414 0.875 0.6752136752136753 0.616 0.0 0.646 0.0 0.8667399048209685 0.6878980891719746 0.9225908372827804 0.574468085106383 0.9700996677740864 0.8571428571428571 0.8795180722891566 0.64 0.0 0.638 0.0 0.840856597560806 0.7216494845360825 0.8965517241379309 0.6140350877192983 0.9590163934426229 0.875 0.841726618705036 0.574 0.0 0.644 0.0 0.8881819992035047 0.6333333333333333 0.9408602150537635 0.5135135135135135 0.9776536312849162 0.8260869565217391 0.9067357512953368 0.17
msmarco-distilbert-dot-v5 6 0.485 0.0 0.48 0.0 0.5633735499875782 0.5786005647944775 0.5563263957713908 0.9379450661241099 0.3964218455743879 0.41833030852994557 0.9324473975636767 0.595 0.0 0.569 0.0 0.5317062566663536 0.6351706036745407 0.4674329501915709 0.983739837398374 0.30808080808080807 0.4689922480620155 0.9682539682539683 0.603 0.0 0.57 0.0 0.6180192292444472 0.6528497409326425 0.5988023952095808 0.984375 0.43103448275862066 0.4883720930232558 0.9803921568627451 0.571 0.0 0.573 0.0 0.39429606156631963 0.6170212765957448 0.23404255319148937 0.9830508474576272 0.13414634146341464 0.4496124031007752 0.9166666666666666 0.606 0.0 0.585 0.0 0.6992610651271388 0.5761589403973509 0.7377049180327869 0.925531914893617 0.5980066445182725 0.4182692307692308 0.9625668449197861 0.475 0.0 0.455 0.0 0.5594821304431583 0.5760869565217391 0.5517241379310345 0.9298245614035088 0.39344262295081966 0.41732283464566927 0.9230769230769231 0.665 0.0 0.681 0.0 0.7954576351154133 0.576271186440678 0.8407643312101911 0.918918918918919 0.7374301675977654 0.41975308641975306 0.9777777777777777 0.215
msmarco-distilbert-dot-v5_mask 6 0.692 0.0 0.706 0.0 0.8457460007313523 0.7381489841986457 0.8955425484016208 0.6653102746693794 0.9364406779661016 0.8288973384030418 0.8580672993960311 0.652 0.0 0.652 0.0 0.7867576295472529 0.6829268292682926 0.851258581235698 0.5691056910569106 0.9393939393939394 0.8536585365853658 0.7782426778242678 0.743 0.0 0.716 0.0 0.8309449256998508 0.7339449541284404 0.8844621513944222 0.625 0.9568965517241379 0.8888888888888888 0.8222222222222222 0.571 0.0 0.577 0.0 0.7305250514756348 0.6249999999999999 0.8064516129032259 0.5084745762711864 0.9146341463414634 0.8108108108108109 0.7211538461538461 0.673 0.0 0.707 0.0 0.8778507181816845 0.7314285714285713 0.9235772357723577 0.6808510638297872 0.9435215946843853 0.7901234567901234 0.9044585987261147 0.66 0.0 0.684 0.0 0.8621150546985237 0.7692307692307693 0.905511811023622 0.7017543859649122 0.9426229508196722 0.851063829787234 0.8712121212121212 0.671 0.0 0.712 0.0 0.8917113535836956 0.676056338028169 0.9362880886426593 0.6486486486486487 0.9441340782122905 0.7058823529411765 0.9285714285714286 0.215
msmarco-bert-base-dot-v5 6 0.451 0.0 0.447 0.0 0.5481333561887125 0.5699192044748291 0.5380507343124166 0.9328585961342828 0.3794726930320151 0.4102908277404922 0.9243119266055045 0.565 0.0 0.536 0.0 0.5120354270810693 0.625 0.44186046511627913 0.975609756097561 0.2878787878787879 0.45977011494252873 0.95 0.558 0.0 0.528 0.0 0.6262951496388028 0.6526315789473683 0.6117647058823529 0.96875 0.4482758620689655 0.49206349206349204 0.9629629629629629 0.573 0.0 0.559 0.0 0.31628746335918967 0.5979381443298969 0.11363636363636363 0.9830508474576272 0.06097560975609756 0.42962962962962964 0.8333333333333334 0.576 0.0 0.569 0.0 0.6565661100602285 0.5510835913312694 0.6895074946466808 0.9468085106382979 0.5348837209302325 0.388646288209607 0.9698795180722891 0.451 0.0 0.439 0.0 0.5437593080736396 0.574468085106383 0.5294117647058824 0.9473684210526315 0.36885245901639346 0.4122137404580153 0.9375 0.628 0.0 0.664 0.0 0.7361578750467639 0.5185185185185185 0.7811447811447811 0.9459459459459459 0.6480446927374302 0.35714285714285715 0.9830508474576272 0.099
msmarco-bert-base-dot-v5_mask 6 0.704 0.0 0.715 0.0 0.8380888843885186 0.7200929152148664 0.8926981300089046 0.6307222787385555 0.9439736346516008 0.8389715832205683 0.846706081081081 0.656 0.0 0.654 0.0 0.7778154205607476 0.6562499999999999 0.8533333333333334 0.5121951219512195 0.9696969696969697 0.9130434782608695 0.7619047619047619 0.711 0.0 0.689 0.0 0.8152535898824291 0.6990291262135923 0.8793774319066149 0.5625 0.9741379310344828 0.9230769230769231 0.8014184397163121 0.629 0.0 0.618 0.0 0.7299807552322358 0.6067415730337079 0.8186528497409327 0.4576271186440678 0.9634146341463414 0.9 0.7117117117117117 0.662 0.0 0.698 0.0 0.8742635326158167 0.729281767955801 0.9195402298850575 0.7021276595744681 0.9302325581395349 0.7586206896551724 0.9090909090909091 0.704 0.0 0.71 0.0 0.8411073867163253 0.7407407407407408 0.888 0.7017543859649122 0.9098360655737705 0.7843137254901961 0.8671875 0.617 0.0 0.679 0.0 0.902247279140857 0.7123287671232876 0.9415041782729804 0.7027027027027027 0.9441340782122905 0.7222222222222222 0.9388888888888889 0.099
msmarco-MiniLM-L6-cos-v5 6 0.453 0.0 0.455 0.0 0.5559518790748712 0.5764083411142236 0.546484505164945 0.9420142421159715 0.3860640301318267 0.41524663677130047 0.935005701254276 0.6 0.0 0.571 0.0 0.6334276946063927 0.6761363636363636 0.6068965517241379 0.967479674796748 0.4444444444444444 0.519650655021834 0.9565217391304348 0.573 0.0 0.524 0.0 0.5864609258337481 0.6326530612244898 0.5609756097560975 0.96875 0.39655172413793105 0.4696969696969697 0.9583333333333334 0.622 0.0 0.625 0.0 0.6934897254046192 0.7307692307692308 0.6666666666666667 0.9661016949152542 0.5121951219512195 0.5876288659793815 0.9545454545454546 0.548 0.0 0.552 0.0 0.723374995096968 0.5902777777777778 0.7649402390438247 0.9042553191489362 0.6378737541528239 0.4381443298969072 0.9552238805970149 0.446 0.0 0.44 0.0 0.6049119532356355 0.5988700564971752 0.6077348066298343 0.9298245614035088 0.45081967213114754 0.44166666666666665 0.9322033898305084 0.576 0.0 0.638 0.0 0.806132456443983 0.5765765765765767 0.853582554517134 0.8648648648648649 0.7653631284916201 0.43243243243243246 0.9647887323943662 0.622
msmarco-MiniLM-L6-cos-v5_mask 6 0.634 0.0 0.65 0.0 0.8110985459009173 0.6889487870619946 0.8676301904106447 0.6500508646998983 0.89030131826742 0.7327981651376146 0.8460850111856824 0.611 0.0 0.605 0.0 0.7341632048816294 0.6132075471698113 0.8093023255813953 0.5284552845528455 0.8787878787878788 0.7303370786516854 0.75 0.665 0.0 0.629 0.0 0.7338904579812562 0.6050420168067226 0.8049792531120333 0.5625 0.8362068965517241 0.6545454545454545 0.776 0.607 0.0 0.609 0.0 0.7348263385783403 0.6236559139784946 0.8148148148148148 0.4915254237288136 0.9390243902439024 0.8529411764705882 0.719626168224299 0.613 0.0 0.658 0.0 0.8582845369253386 0.6927374301675977 0.9099836333878887 0.6595744680851063 0.9235880398671097 0.7294117647058823 0.896774193548387 0.624 0.0 0.635 0.0 0.8194203705827422 0.709090909090909 0.8709677419354839 0.6842105263157895 0.8852459016393442 0.7358490566037735 0.8571428571428571 0.568 0.0 0.657 0.0 0.8903938373635343 0.6666666666666667 0.9366391184573003 0.6216216216216216 0.9497206703910615 0.71875 0.9239130434782609 0.622
msmarco-MiniLM-L12-cos-v5 6 0.45 0.0 0.451 0.0 0.6179047018195362 0.5850480109739369 0.6331109763493027 0.8677517802644964 0.4915254237288136 0.4412829798241076 0.889267461669506 0.56 0.0 0.532 0.0 0.61413441537515 0.659090909090909 0.5862068965517241 0.943089430894309 0.4292929292929293 0.5065502183406113 0.9239130434782609 0.493 0.0 0.472 0.0 0.6132921492921493 0.6270270270270271 0.6057142857142858 0.90625 0.45689655172413796 0.4793388429752066 0.8983050847457628 0.614 0.0 0.595 0.0 0.6143036775662366 0.6946107784431138 0.5565217391304348 0.9830508474576272 0.3902439024390244 0.5370370370370371 0.9696969696969697 0.523 0.0 0.512 0.0 0.7163774789055347 0.5693950177935942 0.7622789783889979 0.851063829787234 0.6445182724252492 0.42780748663101603 0.9326923076923077 0.374 0.0 0.368 0.0 0.6052505565589953 0.5714285714285715 0.6210526315789473 0.8421052631578947 0.48360655737704916 0.43243243243243246 0.8676470588235294 0.594 0.0 0.622 0.0 0.7984280296608645 0.5663716814159292 0.8463949843260188 0.8648648648648649 0.7541899441340782 0.42105263157894735 0.9642857142857143 0.575
msmarco-MiniLM-L12-cos-v5_mask 6 0.65 0.0 0.67 0.0 0.8160774876220399 0.6825028968713789 0.8778966131907309 0.5991861648016277 0.9274952919020716 0.7927321668909825 0.8333333333333334 0.607 0.0 0.605 0.0 0.7357505986873107 0.594871794871795 0.8232662192393736 0.4715447154471545 0.9292929292929293 0.8055555555555556 0.7389558232931727 0.606 0.0 0.589 0.0 0.7625553264107481 0.6306306306306305 0.8353413654618475 0.546875 0.896551724137931 0.7446808510638298 0.7819548872180451 0.698 0.0 0.678 0.0 0.6990932629230501 0.5476190476190477 0.8080808080808081 0.3898305084745763 0.975609756097561 0.92 0.6896551724137931 0.572 0.0 0.629 0.0 0.8628308786811814 0.6832298136645963 0.9189189189189189 0.5851063829787234 0.9601328903654485 0.8208955223880597 0.8810975609756098 0.588 0.0 0.62 0.0 0.8224471192801399 0.6875 0.885496183206107 0.5789473684210527 0.9508196721311475 0.8461538461538461 0.8285714285714286 0.541 0.0 0.619 0.0 0.8972391066396518 0.676923076923077 0.9427792915531337 0.5945945945945946 0.9664804469273743 0.7857142857142857 0.9202127659574468 0.575
msmarco-distilbert-cos-v5 6 0.44 0.0 0.438 0.0 0.5074620317524521 0.5590692124105011 0.4835779175401817 0.953204476093591 0.3258003766478343 0.3955255382017729 0.9376693766937669 0.564 0.0 0.527 0.0 0.5120354270810693 0.625 0.44186046511627913 0.975609756097561 0.2878787878787879 0.45977011494252873 0.95 0.575 0.0 0.539 0.0 0.544562810711451 0.6138613861386139 0.5063291139240507 0.96875 0.3448275862068966 0.4492753623188406 0.9523809523809523 0.549 0.0 0.508 0.0 0.46442833761982694 0.6373626373626373 0.33999999999999997 0.9830508474576272 0.2073170731707317 0.4715447154471545 0.9444444444444444 0.572 0.0 0.55 0.0 0.6128258597181744 0.5207100591715976 0.6415929203539823 0.9361702127659575 0.48172757475083056 0.36065573770491804 0.9602649006622517 0.444 0.0 0.429 0.0 0.5202086573319966 0.5699481865284974 0.496969696969697 0.9649122807017544 0.3360655737704918 0.40441176470588236 0.9534883720930233 0.605 0.0 0.633 0.0 0.6785629736428727 0.4551724137931035 0.7247386759581882 0.8918918918918919 0.5810055865921788 0.3055555555555556 0.9629629629629629 0.648
msmarco-distilbert-cos-v5_mask 6 0.684 0.0 0.693 0.0 0.8226120137527934 0.7284251584592881 0.8662022579870285 0.7599186164801628 0.8488700564971752 0.699438202247191 0.8842569887199607 0.637 0.0 0.625 0.0 0.7711680016286749 0.6814159292035398 0.8269230769230771 0.6260162601626016 0.8686868686868687 0.7475728155339806 0.7889908256880734 0.688 0.0 0.65 0.0 0.7872729481805478 0.6935483870967741 0.8389830508474576 0.671875 0.853448275862069 0.7166666666666667 0.825 0.604 0.0 0.61 0.0 0.7506698187549251 0.6666666666666667 0.8111111111111111 0.576271186440678 0.8902439024390244 0.7906976744186046 0.7448979591836735 0.671 0.0 0.711 0.0 0.8784810126582279 0.7446808510638298 0.920265780730897 0.7446808510638298 0.920265780730897 0.7446808510638298 0.920265780730897 0.677 0.0 0.683 0.0 0.8344796018966245 0.7500000000000001 0.8739495798319327 0.7894736842105263 0.8524590163934426 0.7142857142857143 0.896551724137931 0.631 0.0 0.717 0.0 0.9136770092652445 0.7352941176470588 0.9505494505494506 0.6756756756756757 0.9664804469273743 0.8064516129032258 0.9351351351351351 0.648
cross-encoder/ms-marco-TinyBERT-L-2-v2 6 0.349 0.0 0.351 0.0 0.460178879540061 0.42454873646209396 0.5371660859465737 0.2768361581920904 0.940996948118006 0.9102167182662538 0.3758634701340918 0.339 0.0 0.328 0.0 0.43009534598319643 0.33333333333333337 0.5858585858585859 0.20707070707070707 0.943089430894309 0.8541666666666666 0.4249084249084249 0.45 0.0 0.437 0.0 0.5139315086163319 0.4713375796178344 0.5911330049261083 0.31896551724137934 0.9375 0.9024390243902439 0.4316546762589928 0.163 0.053 0.142 0.094 0.29510020202670817 0.0898876404494382 0.5803108808290156 0.04878048780487805 0.9491525423728814 0.5714285714285714 0.417910447761194 0.523 0.0 0.492 0.0 0.5620253164556962 0.5813953488372093 0.5 0.4152823920265781 0.9574468085106383 0.9689922480620154 0.3383458646616541 0.322 0.0 0.318 0.0 0.4751326973992577 0.4444444444444445 0.5408163265306122 0.29508196721311475 0.9298245614035088 0.9 0.381294964028777 0.628 0.0 0.629 0.0 0.6276999150588521 0.664179104477612 0.45121951219512196 0.4972067039106145 1.0 1.0 0.29133858267716534 -6.7789998054504395
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 6 0.643 0.0 0.606 0.0 0.7853571983060589 0.8676565526145902 0.6075303126994256 0.9491525423728814 0.4842319430315361 0.7990487514863258 0.815068493150685 0.619 0.0 0.545 0.0 0.7270539920366811 0.8286334056399133 0.5635359116022098 0.9646464646464646 0.4146341463414634 0.7262357414448669 0.8793103448275862 0.691 0.0 0.6 0.0 0.7675770969488623 0.8482490272373541 0.6213592233009708 0.9396551724137931 0.5 0.7730496453900709 0.8205128205128205 0.597 0.0 0.516 0.0 0.6713841019222746 0.8039215686274509 0.4871794871794871 1.0 0.3220338983050847 0.6721311475409836 1.0 0.56 0.0 0.602 0.0 0.8368055552975218 0.9027113237639554 0.6257668711656441 0.9401993355481728 0.5425531914893617 0.8680981595092024 0.7391304347826086 0.613 0.0 0.568 0.0 0.7919790980733693 0.8669201520912547 0.631578947368421 0.9344262295081968 0.5263157894736842 0.8085106382978723 0.7894736842105263 0.515 0.0 0.645 0.0 0.8753112356053531 0.9285714285714285 0.6176470588235294 0.9441340782122905 0.5675675675675675 0.9135135135135135 0.6774193548387096 -6.7789998054504395
cross-encoder/ms-marco-MiniLM-L-2-v2 6 0.383 0.0 0.384 0.0 0.43461480300681643 0.3869760479041916 0.5375494071146245 0.2434086629001883 0.9684638860630722 0.9434306569343066 0.37202032043767097 0.36 0.0 0.348 0.0 0.39608617145157066 0.28451882845188287 0.575682382133995 0.1717171717171717 0.943089430894309 0.8292682926829268 0.4142857142857143 0.473 0.0 0.467 0.0 0.45716471188169294 0.3918918918918919 0.5754716981132075 0.25 0.953125 0.90625 0.41216216216216217 0.178 0.035 0.154 0.069 0.3048939475362556 0.10989010989010989 0.5759162303664921 0.06097560975609756 0.9322033898305084 0.5555555555555556 0.4166666666666667 0.5 0.0 0.487 0.0 0.49996264162006204 0.508557457212714 0.47244094488188976 0.34551495016611294 0.9574468085106383 0.9629629629629629 0.313588850174216 0.286 0.0 0.295 0.0 0.4052066718498273 0.35294117647058826 0.5170731707317073 0.22131147540983606 0.9298245614035088 0.8709677419354839 0.3581081081081081 0.608 0.0 0.627 0.0 0.5705393781565656 0.6015625 0.4204545454545454 0.4301675977653631 1.0 1.0 0.26618705035971224 -6.250999927520752
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 6 0.637 0.0 0.647 0.0 0.8028859489471831 0.8748364587876144 0.6474201474201474 0.9444444444444444 0.5361139369277721 0.8147847278635256 0.8170542635658915 0.618 0.0 0.585 0.0 0.7434286778649649 0.835886214442013 0.5945945945945946 0.9646464646464646 0.44715447154471544 0.7374517374517374 0.8870967741935484 0.691 0.0 0.667 0.0 0.8373171717171715 0.8879999999999999 0.7454545454545454 0.9568965517241379 0.640625 0.8283582089552238 0.8913043478260869 0.614 0.0 0.54 0.0 0.6057326892109501 0.7729468599033816 0.37333333333333335 0.975609756097561 0.23728813559322035 0.64 0.875 0.541 0.0 0.591 0.0 0.8440844567765085 0.9102362204724409 0.6322580645161291 0.9601328903654485 0.5212765957446809 0.8652694610778443 0.8032786885245902 0.608 0.0 0.582 0.0 0.8021326297106057 0.8754716981132076 0.6451612903225806 0.9508196721311475 0.5263157894736842 0.8111888111888111 0.8333333333333334 0.457 0.0 0.58 0.0 0.8799380025186477 0.9351351351351351 0.6129032258064517 0.9664804469273743 0.5135135135135135 0.9057591623036649 0.76 -6.250999927520752
cross-encoder/ms-marco-MiniLM-L-4-v2 6 0.325 0.0 0.324 0.0 0.4515394174907438 0.41585585585585594 0.528642047106717 0.2716572504708098 0.9247202441505595 0.8863287250384024 0.370114006514658 0.389 0.0 0.382 0.0 0.44419498640921684 0.35341365461847385 0.5903307888040713 0.2222222222222222 0.943089430894309 0.8627450980392157 0.42962962962962964 0.455 0.0 0.449 0.0 0.49597423510466987 0.4444444444444445 0.5893719806763285 0.29310344827586204 0.953125 0.918918918918919 0.42657342657342656 0.266 0.001 0.265 0.002 0.36862274079158086 0.20833333333333334 0.5913978494623656 0.12195121951219512 0.9322033898305084 0.7142857142857143 0.4330708661417323 0.426 0.0 0.411 0.0 0.5173021830347054 0.5311004784688995 0.47311827956989244 0.3687707641196013 0.9361702127659575 0.9487179487179487 0.31654676258992803 0.265 0.0 0.271 0.0 0.4484044354156086 0.41250000000000003 0.5252525252525253 0.27049180327868855 0.9122807017543859 0.868421052631579 0.36879432624113473 0.491 0.0 0.512 0.0 0.5719578841070421 0.6046511627906976 0.4137931034482759 0.43575418994413406 0.972972972972973 0.9873417721518988 0.26277372262773724 -4.635000228881836
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 6 0.622 0.0 0.631 0.0 0.7825871669386474 0.8586549062844543 0.6182251340083383 0.9166666666666666 0.5279755849440488 0.8075487349647449 0.7456896551724138 0.607 0.0 0.587 0.0 0.7174072766156329 0.8175824175824176 0.5561497326203209 0.9393939393939394 0.42276422764227645 0.7237354085603113 0.8125 0.666 0.0 0.649 0.0 0.7675959595959597 0.8400000000000001 0.6363636363636365 0.9051724137931034 0.546875 0.7835820895522388 0.7608695652173914 0.634 0.0 0.589 0.0 0.6443400571060146 0.7902439024390244 0.4415584415584416 0.9878048780487805 0.288135593220339 0.6585365853658537 0.9444444444444444 0.542 0.0 0.609 0.0 0.8376478097429996 0.9024 0.6303030303030304 0.9368770764119602 0.5531914893617021 0.8703703703703703 0.7323943661971831 0.553 0.0 0.581 0.0 0.7937029968380819 0.8659003831417624 0.6391752577319588 0.9262295081967213 0.543859649122807 0.8129496402877698 0.775 0.501 0.0 0.62 0.0 0.8753112356053531 0.9285714285714285 0.6176470588235294 0.9441340782122905 0.5675675675675675 0.9135135135135135 0.6774193548387096 -4.635000228881836
cross-encoder/ms-marco-MiniLM-L-6-v2 6 0.311 0.0 0.307 0.0 0.4598679078440941 0.42923022348350476 0.5260677466863034 0.2848399246704331 0.9084435401831129 0.8705035971223022 0.37023217247097845 0.402 0.0 0.388 0.0 0.48887779125347786 0.41984732824427484 0.6 0.2777777777777778 0.926829268292683 0.859375 0.44357976653696496 0.466 0.0 0.445 0.0 0.5212070574146022 0.48101265822784806 0.594059405940594 0.3275862068965517 0.9375 0.9047619047619048 0.43478260869565216 0.302 0.0 0.296 0.0 0.4440102490544757 0.3269230769230769 0.6067415730337079 0.2073170731707317 0.9152542372881356 0.7727272727272727 0.453781512605042 0.402 0.0 0.386 0.0 0.4919013851149843 0.4999999999999999 0.46596858638743455 0.3388704318936877 0.9468085106382979 0.9532710280373832 0.3090277777777778 0.275 0.0 0.266 0.0 0.4559738596029868 0.4223602484472049 0.5279187817258884 0.2786885245901639 0.9122807017543859 0.8717948717948718 0.37142857142857144 0.452 0.0 0.47 0.0 0.5248088169140801 0.5506072874493927 0.4 0.37988826815642457 1.0 1.0 0.25 -4.497000217437744
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 6 0.601 0.0 0.623 0.0 0.7859540650733721 0.854500338371306 0.6378439079169006 0.891713747645951 0.5778229908443541 0.8202685145084452 0.7117794486215538 0.603 0.0 0.594 0.0 0.7491303152094722 0.8322147651006712 0.6153846153846153 0.9393939393939394 0.4878048780487805 0.7469879518072289 0.8333333333333334 0.642 0.0 0.649 0.0 0.7870429420499285 0.8502024291497975 0.672566371681416 0.9051724137931034 0.59375 0.8015267175572519 0.7755102040816326 0.619 0.0 0.594 0.0 0.6955924580522401 0.81 0.5365853658536585 0.9878048780487805 0.3728813559322034 0.6864406779661016 0.9565217391304348 0.529 0.0 0.605 0.0 0.8399112985164673 0.8986928104575164 0.651685393258427 0.9136212624584718 0.6170212765957447 0.8842443729903537 0.6904761904761905 0.554 0.0 0.577 0.0 0.7944856871809546 0.8571428571428572 0.6603773584905661 0.8852459016393442 0.6140350877192983 0.8307692307692308 0.7142857142857143 0.467 0.0 0.61 0.0 0.8782921810699589 0.9277777777777778 0.6388888888888888 0.9329608938547486 0.6216216216216216 0.9226519337016574 0.6571428571428571 -4.497000217437744
cross-encoder/ms-marco-MiniLM-L-12-v2 6 0.259 0.0 0.246 0.0 0.5024793802346779 0.4993498049414824 0.5092415551306565 0.3615819209039548 0.8128179043743642 0.8067226890756303 0.3707656612529002 0.38 0.0 0.378 0.0 0.6080809806091353 0.6006389776357828 0.6200607902735562 0.47474747474747475 0.8292682926829268 0.8173913043478261 0.49514563106796117 0.394 0.0 0.355 0.0 0.5666666666666667 0.5666666666666667 0.5666666666666667 0.4396551724137931 0.796875 0.796875 0.4396551724137931 0.359 0.0 0.393 0.0 0.6624951640847084 0.6466165413533834 0.6845637583892616 0.524390243902439 0.864406779661017 0.8431372549019608 0.5666666666666667 0.301 0.0 0.29 0.0 0.5518818459018007 0.587719298245614 0.437125748502994 0.44518272425249167 0.776595744680851 0.864516129032258 0.30416666666666664 0.239 0.001 0.231 0.002 0.5139664804469273 0.5139664804469273 0.5139664804469273 0.3770491803278688 0.8070175438596491 0.8070175438596491 0.3770491803278688 0.287 0.0 0.3 0.0 0.5862184007694663 0.6353790613718411 0.34838709677419355 0.49162011173184356 0.7297297297297297 0.8979591836734694 0.2288135593220339 -3.506999969482422
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 6 0.547 0.0 0.56 0.0 0.7627064727859013 0.8357256778309411 0.6049315068493151 0.8634651600753296 0.5615462868769074 0.8097130242825608 0.6555819477434679 0.522 0.0 0.529 0.0 0.7097066716017395 0.7999999999999999 0.5643564356435643 0.8888888888888888 0.4634146341463415 0.7272727272727273 0.7215189873417721 0.552 0.0 0.566 0.0 0.7717480057785314 0.8360655737704917 0.6551724137931033 0.8793103448275862 0.59375 0.796875 0.7307692307692307 0.525 0.0 0.533 0.0 0.624029324743257 0.7551020408163265 0.441860465116279 0.9024390243902439 0.3220338983050847 0.6491228070175439 0.7037037037037037 0.508 0.0 0.575 0.0 0.8146456008089615 0.8849270664505672 0.5895953757225434 0.9069767441860465 0.5425531914893617 0.8639240506329114 0.6455696202531646 0.549 0.0 0.585 0.0 0.7894170719617224 0.8525896414342631 0.6542056074766356 0.8770491803278688 0.6140350877192983 0.8294573643410853 0.7 0.44 0.0 0.53 0.0 0.8347730492539236 0.907103825136612 0.48484848484848486 0.9273743016759777 0.43243243243243246 0.8877005347593583 0.5517241379310345 -3.506999969482422
cross-encoder/qnli-distilroberta-base 6 0.075 0.0 0.063 0.0 0.5473885628462072 0.6024556616643929 0.42840329540996475 0.519774011299435 0.555442522889115 0.7164179104477612 0.3486590038314176 0.195 0.0 0.207 0.0 0.5785204219279462 0.6051873198847263 0.535593220338983 0.5303030303030303 0.6422764227642277 0.7046979865771812 0.45930232558139533 0.214 0.004 0.132 0.078 0.5749345304900859 0.606060606060606 0.5185185185185185 0.5172413793103449 0.65625 0.7317073170731707 0.42857142857142855 0.16 0.058 0.298 0.0 0.5840941064642187 0.604026845637584 0.556390977443609 0.5487804878048781 0.6271186440677966 0.6716417910447762 0.5 0.091 0.072 0.069 0.17 0.5498266259275426 0.6160000000000001 0.33793103448275863 0.5116279069767442 0.5212765957446809 0.7738693467336684 0.25 0.05 0.503 0.035 0.642 0.5467159191771523 0.6074766355140186 0.4166666666666667 0.5327868852459017 0.5263157894736842 0.7065217391304348 0.3448275862068966 0.112 0.1 0.109 0.11 0.5603506082958138 0.6223776223776224 0.26027397260273977 0.4972067039106145 0.5135135135135135 0.8317757009345794 0.1743119266055046 0.7749999761581421
cross-encoder/qnli-distilroberta-base_mask 6 0.149 0.0 0.159 0.0 0.6331643591049061 0.7591402614668735 0.3609641387419165 0.806497175141243 0.3123092573753815 0.7170364169108413 0.4275766016713092 0.11 0.049 0.115 0.04 0.5671839428195831 0.7168141592920354 0.3263157894736842 0.8181818181818182 0.25203252032520324 0.6377952755905512 0.4626865671641791 0.128 0.088 0.153 0.041 0.6235633223585031 0.7389558232931727 0.41441441441441446 0.7931034482758621 0.359375 0.6917293233082706 0.48936170212765956 0.162 0.055 0.108 0.201 0.4858233420321889 0.6896551724137931 0.20253164556962028 0.8536585365853658 0.13559322033898305 0.5785123966942148 0.4 0.157 0.002 0.147 0.003 0.6661998681923132 0.7895595432300163 0.2711864406779661 0.8039867109634552 0.2553191489361702 0.7756410256410257 0.2891566265060241 0.079 0.293 0.076 0.31 0.6068543912119332 0.7629629629629631 0.2727272727272727 0.8442622950819673 0.21052631578947367 0.6959459459459459 0.3870967741935484 0.202 0.003 0.227 0.001 0.7178529874585826 0.8104956268221576 0.2696629213483146 0.776536312849162 0.32432432432432434 0.8475609756097561 0.23076923076923078 0.7749999761581421
cross-encoder/qnli-electra-base 6 0.081 0.0 0.123 0.0 0.6272306673588347 0.7496077112754986 0.3628066172276098 0.7871939736346516 0.323499491353001 0.7154471544715447 0.412987012987013 0.156 0.005 0.194 0.0 0.6294206088598613 0.7238095238095238 0.4774774774774775 0.7676767676767676 0.43089430894308944 0.6846846846846847 0.5353535353535354 -0.043 0.569 0.001 0.994 0.5488514957264957 0.703125 0.2692307692307692 0.7758620689655172 0.21875 0.6428571428571429 0.35 0.344 0.0 0.378 0.0 0.7163120567375887 0.7560975609756099 0.6610169491525424 0.7560975609756098 0.6610169491525424 0.7560975609756098 0.6610169491525424 -0.034 0.504 -0.001 0.985 0.5872779108222147 0.6882882882882884 0.26382978723404255 0.6345514950166113 0.32978723404255317 0.7519685039370079 0.2198581560283688 0.171 0.022 0.191 0.01 0.662127573665101 0.766798418972332 0.4380952380952381 0.7950819672131147 0.40350877192982454 0.7404580152671756 0.4791666666666667 -0.139 0.041 -0.114 0.094 0.5369643968981717 0.6225165562913907 0.12307692307692308 0.5251396648044693 0.21621621621621623 0.7642276422764228 0.08602150537634409 0.8970000147819519
cross-encoder/qnli-electra-base_mask 6 0.096 0.0 0.168 0.0 0.6314168810788898 0.7898248540450374 0.28913963328631875 0.891713747645951 0.20854526958290945 0.7088323353293413 0.47126436781609193 0.14 0.012 0.223 0.0 0.5916369505332005 0.759493670886076 0.32142857142857145 0.9090909090909091 0.21951219512195122 0.6521739130434783 0.6 0.01 0.891 0.055 0.463 0.5777051531698372 0.7509293680297398 0.26373626373626374 0.8706896551724138 0.1875 0.6601307189542484 0.4444444444444444 0.311 0.0 0.42 0.0 0.6112554112554113 0.7707317073170733 0.38961038961038963 0.9634146341463414 0.2542372881355932 0.6422764227642277 0.8333333333333334 0.122 0.016 0.127 0.012 0.7056207805907173 0.8343750000000001 0.2933333333333334 0.8870431893687708 0.23404255319148937 0.7876106194690266 0.39285714285714285 0.142 0.058 0.183 0.014 0.6399074505727976 0.7867647058823529 0.32558139534883723 0.8770491803278688 0.24561403508771928 0.7133333333333334 0.4827586206896552 0.105 0.124 0.062 0.365 0.7634359903381641 0.8695652173913042 0.25 0.8938547486033519 0.21621621621621623 0.8465608465608465 0.2962962962962963 0.8970000147819519
cross-encoder/stsb-TinyBERT-L-4 6 0.409 0.0 0.423 0.0 0.5112586195495064 0.4920962199312715 0.5526634382566586 0.3370998116760829 0.9287894201424212 0.910941475826972 0.3933649289099526 0.489 0.0 0.488 0.0 0.5096074751280822 0.4401544401544402 0.6214099216710183 0.2878787878787879 0.967479674796748 0.9344262295081968 0.4576923076923077 0.536 0.0 0.519 0.0 0.5885231648242454 0.5662650602409639 0.6288659793814433 0.4051724137931034 0.953125 0.94 0.46923076923076923 0.394 0.0 0.449 0.0 0.3818868710197926 0.21505376344086022 0.6137566137566138 0.12195121951219512 0.9830508474576272 0.9090909090909091 0.4461538461538462 0.529 0.0 0.53 0.0 0.5636283555314942 0.5852534562211982 0.49438202247191004 0.4219269102990033 0.9361702127659575 0.9548872180451128 0.33587786259541985 0.353 0.0 0.389 0.0 0.4489349147937146 0.40764331210191085 0.537313432835821 0.26229508196721313 0.9473684210526315 0.9142857142857143 0.375 0.619 0.0 0.633 0.0 0.6435742660093423 0.6859205776173285 0.4387096774193548 0.5307262569832403 0.918918918918919 0.9693877551020408 0.288135593220339 0.4000000059604645
cross-encoder/stsb-TinyBERT-L-4_mask 6 0.677 0.0 0.698 0.0 0.794086163772454 0.8734150010745755 0.6226777706598334 0.9566854990583804 0.49440488301119023 0.8034796362198497 0.8408304498269896 0.66 0.0 0.666 0.0 0.7311664443910757 0.8344086021505377 0.5649717514124295 0.9797979797979798 0.4065040650406504 0.7265917602996255 0.9259259259259259 0.744 0.0 0.72 0.0 0.7686624777137319 0.8549618320610687 0.6122448979591837 0.9655172413793104 0.46875 0.7671232876712328 0.8823529411764706 0.598 0.0 0.63 0.0 0.6817001641151645 0.8078817733990148 0.5063291139240507 1.0 0.3389830508474576 0.6776859504132231 1.0 0.57 0.0 0.632 0.0 0.8566698094913305 0.9160063391442155 0.6666666666666666 0.9601328903654485 0.5638297872340425 0.8757575757575757 0.8153846153846154 0.606 0.0 0.645 0.0 0.8089824910221914 0.8787878787878788 0.6595744680851063 0.9508196721311475 0.543859649122807 0.8169014084507042 0.8378378378378378 0.53 0.0 0.61 0.0 0.8972391066396518 0.9427792915531337 0.676923076923077 0.9664804469273743 0.5945945945945946 0.9202127659574468 0.7857142857142857 0.4000000059604645
cross-encoder/stsb-distilroberta-base 6 0.463 0.0 0.471 0.0 0.5005440465978094 0.4748858447488584 0.555984555984556 0.3182674199623352 0.9521871820956256 0.9349930843706777 0.3926174496644295 0.418 0.0 0.43 0.0 0.44370531729115104 0.345679012345679 0.6015037593984962 0.21212121212121213 0.975609756097561 0.9333333333333333 0.43478260869565216 0.552 0.0 0.502 0.0 0.4926293256721978 0.43708609271523174 0.5933014354066987 0.28448275862068967 0.96875 0.9428571428571428 0.42758620689655175 0.208 0.013 0.306 0.0 0.36925199214502497 0.1956521739130435 0.6105263157894737 0.10975609756097561 0.9830508474576272 0.9 0.44274809160305345 0.553 0.0 0.554 0.0 0.5699790080447268 0.593607305936073 0.4943181818181818 0.4318936877076412 0.925531914893617 0.948905109489051 0.3372093023255814 0.391 0.0 0.419 0.0 0.4518052617281136 0.41975308641975306 0.5204081632653061 0.2786885245901639 0.8947368421052632 0.85 0.3669064748201439 0.612 0.0 0.655 0.0 0.6555493620711013 0.6956521739130436 0.4615384615384615 0.5363128491620112 0.972972972972973 0.9896907216494846 0.3025210084033613 0.40799999237060547
cross-encoder/stsb-distilroberta-base_mask 6 0.643 0.0 0.668 0.0 0.8080851092354149 0.8715883668903803 0.6708715596330276 0.9171374764595104 0.595116988809766 0.8303495311167945 0.7687253613666228 0.57 0.0 0.579 0.0 0.7133268806626153 0.8157894736842105 0.5483870967741935 0.9393939393939394 0.4146341463414634 0.7209302325581395 0.8095238095238095 0.656 0.0 0.646 0.0 0.7755317497283031 0.8421052631578948 0.6548672566371682 0.896551724137931 0.578125 0.7938931297709924 0.7551020408163265 0.572 0.0 0.589 0.0 0.6168413800989848 0.784688995215311 0.3835616438356164 1.0 0.23728813559322035 0.6456692913385826 1.0 0.536 0.0 0.627 0.0 0.8434709283584658 0.8998357963875206 0.6629834254143647 0.9102990033222591 0.6382978723404256 0.8896103896103896 0.6896551724137931 0.598 0.0 0.641 0.0 0.8084406032064634 0.8715953307392996 0.6732673267326733 0.9180327868852459 0.5964912280701754 0.8296296296296296 0.7727272727272727 0.489 0.0 0.617 0.0 0.8741266835016835 0.9204545454545454 0.6499999999999999 0.9050279329608939 0.7027027027027027 0.9364161849710982 0.6046511627906976 0.40799999237060547
cross-encoder/stsb-roberta-base 6 0.438 0.0 0.439 0.0 0.43552665256246026 0.3897359613239122 0.5344680851063829 0.24670433145009416 0.9582909460834181 0.9274336283185841 0.37057435090479934 0.464 0.0 0.447 0.0 0.3973046746560368 0.2808510638297872 0.5847665847665848 0.16666666666666666 0.967479674796748 0.8918918918918919 0.41901408450704225 0.577 0.0 0.506 0.0 0.41538239538239546 0.3285714285714286 0.5727272727272728 0.19827586206896552 0.984375 0.9583333333333334 0.40384615384615385 0.302 0.0 0.365 0.0 0.37305004461318275 0.2105263157894737 0.5989304812834224 0.12195121951219512 0.9491525423728814 0.7692307692307693 0.4375 0.56 0.0 0.547 0.0 0.5389455041511579 0.5545023696682464 0.48913043478260865 0.38870431893687707 0.9574468085106383 0.9669421487603306 0.3284671532846715 0.445 0.0 0.449 0.0 0.38874724463954713 0.33112582781456956 0.5120772946859903 0.20491803278688525 0.9298245614035088 0.8620689655172413 0.35333333333333333 0.61 0.0 0.608 0.0 0.6413947524568413 0.6789667896678966 0.4596273291925466 0.5139664804469274 1.0 1.0 0.29838709677419356 0.4399999976158142
cross-encoder/stsb-roberta-base_mask 6 0.682 0.0 0.702 0.0 0.8109291363096722 0.8776946766388033 0.6666666666666667 0.9392655367231638 0.5656154628687691 0.8236994219653179 0.8116788321167884 0.611 0.0 0.613 0.0 0.7032356853667717 0.8172043010752689 0.519774011299435 0.9595959595959596 0.37398373983739835 0.7116104868913857 0.8518518518518519 0.683 0.0 0.67 0.0 0.7879067003417025 0.858267716535433 0.660377358490566 0.9396551724137931 0.546875 0.7898550724637681 0.8333333333333334 0.626 0.0 0.615 0.0 0.5761633766837522 0.7677725118483413 0.3098591549295775 0.9878048780487805 0.1864406779661017 0.627906976744186 0.9166666666666666 0.635 0.0 0.68 0.0 0.851261123057041 0.9128367670364501 0.6540880503144655 0.9568106312292359 0.5531914893617021 0.8727272727272727 0.8 0.654 0.0 0.665 0.0 0.8070145165117233 0.8725868725868726 0.6666666666666667 0.9262295081967213 0.5789473684210527 0.8248175182481752 0.7857142857142857 0.604 0.0 0.675 0.0 0.8881819992035047 0.9408602150537635 0.6333333333333333 0.9776536312849162 0.5135135135135135 0.9067357512953368 0.8260869565217391 0.4399999976158142
cross-encoder/stsb-roberta-large 6 0.563 0.0 0.552 0.0 0.4159222478074036 0.35944700460829493 0.5379501385041551 0.22033898305084745 0.987792472024415 0.975 0.3696231442710316 0.508 0.0 0.479 0.0 0.38799380102589603 0.26200873362445415 0.5907990314769975 0.15151515151515152 0.991869918699187 0.967741935483871 0.4206896551724138 0.61 0.0 0.56 0.0 0.4653579709526451 0.3972602739726027 0.5887850467289719 0.25 0.984375 0.9666666666666667 0.42 0.331 0.0 0.339 0.0 0.26213353359981145 0.024096385542168676 0.592964824120603 0.012195121951219513 1.0 1.0 0.42142857142857143 0.635 0.0 0.613 0.0 0.5179395849921191 0.526829268292683 0.4894736842105263 0.3588039867109635 0.9893617021276596 0.9908256880733946 0.32517482517482516 0.532 0.0 0.518 0.0 0.38665078508035305 0.31724137931034485 0.5352112676056338 0.1885245901639344 1.0 1.0 0.36538461538461536 0.673 0.0 0.681 0.0 0.6054735392945765 0.6415094339622641 0.43113772455089816 0.4748603351955307 0.972972972972973 0.9883720930232558 0.27692307692307694 0.33000001311302185
cross-encoder/stsb-roberta-large_mask 6 0.704 0.0 0.73 0.0 0.8342682140694386 0.8805970149253732 0.7341640706126686 0.8888888888888888 0.7192268565615463 0.8724584103512015 0.7497348886532343 0.658 0.0 0.67 0.0 0.7933189332534913 0.8558352402745996 0.6926829268292684 0.9444444444444444 0.5772357723577236 0.7824267782426778 0.8658536585365854 0.733 0.0 0.726 0.0 0.8288110043338988 0.8770491803278688 0.7413793103448276 0.9224137931034483 0.671875 0.8359375 0.8269230769230769 0.636 0.0 0.657 0.0 0.7454104263618223 0.8290155440414507 0.6292134831460674 0.975609756097561 0.4745762711864407 0.7207207207207207 0.9333333333333333 0.668 0.0 0.728 0.0 0.8582845369253386 0.9099836333878887 0.6927374301675977 0.9235880398671097 0.6595744680851063 0.896774193548387 0.7294117647058823 0.684 0.0 0.706 0.0 0.8132650534483791 0.8674698795180724 0.6972477064220183 0.8852459016393442 0.6666666666666666 0.8503937007874016 0.7307692307692307 0.636 0.0 0.737 0.0 0.8958008126516412 0.9392265193370165 0.6857142857142857 0.9497206703910615 0.6486486486486487 0.9289617486338798 0.7272727272727273 0.33000001311302185
cross-encoder/quora-distilroberta-base 6 0.251 0.0 0.112 0.0 0.15208012823791692 0.0 0.4806845965770171 0.0 1.0 0.0 0.31638236240746703 0.208 0.0 0.236 0.0 0.21230108613286183 0.0 0.5540540540540541 0.0 1.0 0.0 0.38317757009345793 0.284 0.0 0.19 0.011 0.18652094717668488 0.0 0.5245901639344263 0.0 1.0 0.0 0.35555555555555557 0.083 0.328 0.318 0.0 0.24687943262411344 0.0 0.59 0.0 1.0 0.0 0.41843971631205673 0.478 0.0 0.337 0.0 0.09149128937899613 0.0 0.38445807770961143 0.0 1.0 0.0 0.2379746835443038 0.184 0.014 0.089 0.234 0.15382066092226113 0.0 0.4830508474576271 0.0 1.0 0.0 0.31843575418994413 0.619 0.0 0.599 0.0 0.0501024740155175 0.0 0.29249011857707513 0.0 1.0 0.0 0.1712962962962963 0.0
cross-encoder/quora-distilroberta-base_mask 6 0.365 0.0 0.221 0.0 0.15208012823791692 0.0 0.4806845965770171 0.0 1.0 0.0 0.31638236240746703 0.366 0.0 0.166 0.003 0.21230108613286183 0.0 0.5540540540540541 0.0 1.0 0.0 0.38317757009345793 0.361 0.0 0.187 0.012 0.18652094717668488 0.0 0.5245901639344263 0.0 1.0 0.0 0.35555555555555557 0.418 0.0 0.164 0.053 0.24687943262411344 0.0 0.59 0.0 1.0 0.0 0.41843971631205673 0.401 0.0 0.178 0.0 0.09149128937899613 0.0 0.38445807770961143 0.0 1.0 0.0 0.2379746835443038 0.38 0.0 0.13 0.082 0.15382066092226113 0.0 0.4830508474576271 0.0 1.0 0.0 0.31843575418994413 0.444 0.0 0.261 0.0 0.0501024740155175 0.0 0.29249011857707513 0.0 1.0 0.0 0.1712962962962963 0.0
cross-encoder/quora-roberta-base 6 0.323 0.0 0.26 0.0 0.2884164650634957 0.18845500848896432 0.5044064282011405 0.10451977401129943 0.9898270600203459 0.9568965517241379 0.33843478260869564 0.28 0.0 0.282 0.0 0.31247270503974145 0.14953271028037382 0.5747663551401869 0.08080808080808081 1.0 1.0 0.40327868852459015 0.375 0.0 0.334 0.0 0.35583909268119795 0.2424242424242424 0.5614035087719299 0.13793103448275862 1.0 1.0 0.3902439024390244 0.103 0.223 0.247 0.003 0.24687943262411344 0.0 0.59 0.0 1.0 0.0 0.41843971631205673 0.405 0.0 0.382 0.0 0.24741231940173938 0.19701492537313434 0.4087912087912087 0.10963455149501661 0.9893617021276596 0.9705882352941176 0.25761772853185594 0.227 0.002 0.22 0.003 0.3102788879810983 0.21739130434782608 0.509090909090909 0.12295081967213115 0.9824561403508771 0.9375 0.34355828220858897 0.516 0.0 0.526 0.0 0.20537835059381665 0.18274111675126906 0.3148936170212766 0.1005586592178771 1.0 1.0 0.18686868686868688 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 6 0.514 0.0 0.282 0.0 0.7719145794749699 0.8410702035216099 0.6224877783813144 0.865819209039548 0.582909460834181 0.8176967541129391 0.6678321678321678 0.479 0.0 0.207 0.0 0.7479255830203512 0.8177570093457944 0.6355140186915889 0.8838383838383839 0.5528455284552846 0.7608695652173914 0.7472527472527473 0.518 0.0 0.262 0.0 0.7351598910366501 0.803347280334728 0.6115702479338843 0.8275862068965517 0.578125 0.7804878048780488 0.6491228070175439 0.482 0.0 0.174 0.039 0.7651318998836728 0.8359788359788359 0.6666666666666667 0.9634146341463414 0.5254237288135594 0.7383177570093458 0.9117647058823529 0.495 0.0 0.236 0.0 0.7974683544303798 0.867109634551495 0.574468085106383 0.867109634551495 0.574468085106383 0.867109634551495 0.574468085106383 0.522 0.0 0.219 0.003 0.7552684890365962 0.8286852589641434 0.5981308411214953 0.8524590163934426 0.5614035087719298 0.8062015503875969 0.64 0.462 0.0 0.246 0.0 0.8343973127923744 0.8945868945868944 0.5432098765432098 0.8770949720670391 0.5945945945945946 0.9127906976744186 0.5 0.0020000000949949026
cross-encoder/quora-roberta-large 6 0.301 0.0 0.215 0.0 0.4780625554507398 0.4530541012216405 0.5320991340698717 0.3055555555555556 0.9064089521871821 0.8758434547908233 0.37658495350803045 0.244 0.0 0.209 0.0 0.4443052274827976 0.35714285714285715 0.5846153846153846 0.22727272727272727 0.926829268292683 0.8333333333333334 0.42696629213483145 0.363 0.0 0.304 0.0 0.5150018705574261 0.4814814814814814 0.5757575757575757 0.33620689655172414 0.890625 0.8478260869565217 0.4253731343283582 0.024 0.78 0.08 0.344 0.32598995271867615 0.13333333333333333 0.59375 0.07317073170731707 0.9661016949152542 0.75 0.42857142857142855 0.456 0.0 0.345 0.0 0.5651473115059036 0.589041095890411 0.48863636363636365 0.42857142857142855 0.9148936170212766 0.9416058394160584 0.3333333333333333 0.188 0.012 0.151 0.044 0.4289855164582972 0.38993710691823896 0.5125628140703518 0.2540983606557377 0.8947368421052632 0.8378378378378378 0.3591549295774648 0.612 0.0 0.519 0.0 0.6605426320269246 0.7025089605734768 0.45751633986928103 0.547486033519553 0.9459459459459459 0.98 0.3017241379310345 0.006000000052154064
cross-encoder/quora-roberta-large_mask 6 0.497 0.0 0.285 0.0 0.6856185603488895 0.8290282902829028 0.375748502994012 0.9519774011299436 0.25534079348931843 0.7342047930283224 0.7110481586402266 0.505 0.0 0.188 0.001 0.6092326984438718 0.790224032586558 0.3178807947019867 0.9797979797979798 0.1951219512195122 0.6621160409556314 0.8571428571428571 0.53 0.0 0.235 0.002 0.6923351158645277 0.8235294117647058 0.45454545454545453 0.9655172413793104 0.3125 0.717948717948718 0.8333333333333334 0.43 0.0 0.157 0.064 0.48864153323494625 0.7488584474885845 0.12698412698412698 1.0 0.06779661016949153 0.5985401459854015 1.0 0.504 0.0 0.21 0.0 0.7671867048755575 0.8858858858858859 0.3870967741935484 0.9800664451827242 0.2553191489361702 0.8082191780821918 0.8 0.453 0.0 0.223 0.003 0.636430656428008 0.8153310104529616 0.25352112676056343 0.9590163934426229 0.15789473684210525 0.7090909090909091 0.6428571428571429 0.528 0.0 0.322 0.0 0.8753731453363055 0.9393139841688654 0.5660377358490566 0.994413407821229 0.40540540540540543 0.89 0.9375 0.006000000052154064
all-mpnet-base-v2 7 0.546 0.0 0.539 0.0 0.6708705190363815 0.6172747580044676 0.6951364175563464 0.878177966101695 0.5621103117505996 0.47588978185993114 0.9106449106449106 0.581 0.0 0.587 0.0 0.6913124756001316 0.5514950166112957 0.7326732673267327 0.9021739130434783 0.594855305466238 0.39712918660287083 0.9536082474226805 0.619 0.0 0.62 0.0 0.7118588124962064 0.6163522012578616 0.7447698744769874 0.9607843137254902 0.6013513513513513 0.4537037037037037 0.978021978021978 0.537 0.0 0.549 0.0 0.6729800889963101 0.4788732394366198 0.7218045112781954 0.8292682926829268 0.588957055214724 0.33663366336633666 0.9320388349514563 0.583 0.0 0.586 0.0 0.683573513017247 0.7067307692307693 0.6666666666666666 0.8909090909090909 0.5398230088495575 0.5856573705179283 0.8714285714285714 0.582 0.0 0.587 0.0 0.6794154648774281 0.6734693877551021 0.6831683168316832 0.8571428571428571 0.5655737704918032 0.5546218487394958 0.8625 0.569 0.0 0.573 0.0 0.6876016260162601 0.7363636363636363 0.6463414634146342 0.9204545454545454 0.5096153846153846 0.6136363636363636 0.8833333333333333 0.555
all-mpnet-base-v2_mask 7 0.696 0.0 0.707 0.0 0.8293835752194035 0.7103448275862068 0.8832792959703568 0.6546610169491526 0.9146282973621103 0.7763819095477387 0.8540080609046127 0.629 0.0 0.652 0.0 0.8423099498462423 0.6700507614213197 0.8932676518883416 0.717391304347826 0.8745980707395499 0.6285714285714286 0.912751677852349 0.71 0.0 0.744 0.0 0.9013114222620239 0.7956989247311828 0.9377049180327869 0.7254901960784313 0.9662162162162162 0.8809523809523809 0.910828025477707 0.564 0.0 0.588 0.0 0.7902005437802652 0.5576923076923077 0.8486842105263158 0.7073170731707317 0.7914110429447853 0.4603174603174603 0.9148936170212766 0.677 0.0 0.685 0.0 0.8130844001976216 0.754325259515571 0.8559837728194728 0.6606060606060606 0.9336283185840708 0.8790322580645161 0.7902621722846442 0.669 0.0 0.684 0.0 0.8067587191169352 0.7218045112781956 0.860377358490566 0.6233766233766234 0.9344262295081968 0.8571428571428571 0.7972027972027972 0.684 0.0 0.683 0.0 0.8193319838056681 0.7820512820512822 0.8508771929824562 0.6931818181818182 0.9326923076923077 0.8970588235294118 0.782258064516129 0.555
multi-qa-mpnet-base-dot-v1 7 0.525 0.0 0.518 0.0 0.5876392970090069 0.5827505827505827 0.5898527004909985 0.926906779661017 0.43213429256594726 0.4249635745507528 0.9288659793814433 0.582 0.0 0.582 0.0 0.623188138371832 0.5045592705167173 0.6582809224318659 0.9021739130434783 0.5048231511254019 0.350210970464135 0.9457831325301205 0.635 0.0 0.603 0.0 0.6208374350934687 0.5485714285714286 0.6457399103139014 0.9411764705882353 0.4864864864864865 0.3870967741935484 0.96 0.518 0.0 0.555 0.0 0.626131626594804 0.45454545454545453 0.6692913385826772 0.8536585365853658 0.5214723926380368 0.30973451327433627 0.9340659340659341 0.565 0.0 0.572 0.0 0.5876377442283474 0.675268817204301 0.5236593059936909 0.9515151515151515 0.3672566371681416 0.5233333333333333 0.9120879120879121 0.584 0.0 0.59 0.0 0.6225746447439479 0.663594470046083 0.5966850828729281 0.935064935064935 0.4426229508196721 0.5142857142857142 0.9152542372881356 0.54 0.0 0.54 0.0 0.5451850094876661 0.685483870967742 0.42647058823529416 0.9659090909090909 0.27884615384615385 0.53125 0.90625 0.48
multi-qa-mpnet-base-dot-v1_mask 7 0.664 0.0 0.671 0.0 0.8092700547886353 0.7086848635235732 0.8548107840712342 0.7563559322033898 0.8287769784172662 0.6666666666666666 0.8825331971399387 0.629 0.0 0.655 0.0 0.8393577127350238 0.6731707317073171 0.8885191347753744 0.75 0.8585209003215434 0.6106194690265486 0.9206896551724137 0.704 0.0 0.708 0.0 0.8722831328358966 0.7636363636363636 0.9097222222222222 0.8235294117647058 0.8851351351351351 0.711864406779661 0.9357142857142857 0.555 0.0 0.606 0.0 0.808597183618697 0.5684210526315789 0.8690095846645367 0.6585365853658537 0.8343558282208589 0.5 0.9066666666666666 0.645 0.0 0.66 0.0 0.805780119625989 0.7710843373493977 0.831111111111111 0.7757575757575758 0.827433628318584 0.7664670658682635 0.8348214285714286 0.669 0.0 0.687 0.0 0.8350436162814547 0.7924528301886793 0.8619246861924686 0.8181818181818182 0.8442622950819673 0.7682926829268293 0.8803418803418803 0.609 0.0 0.618 0.0 0.7756919522596316 0.7514450867052023 0.7962085308056873 0.7386363636363636 0.8076923076923077 0.7647058823529411 0.7850467289719626 0.48
all-distilroberta-v1 7 0.575 0.0 0.573 0.0 0.6251059400572344 0.6087252897068848 0.6325224071702945 0.9459745762711864 0.47386091127098323 0.4487437185929648 0.9509143407122232 0.612 0.0 0.612 0.0 0.6615565836436764 0.5420560747663551 0.6969072164948454 0.9456521739130435 0.5434083601286174 0.3799126637554585 0.9712643678160919 0.644 0.0 0.615 0.0 0.6336555094163361 0.5730337078651686 0.6545454545454547 1.0 0.4864864864864865 0.4015748031496063 1.0 0.565 0.0 0.606 0.0 0.6861355810301427 0.5034965034965035 0.7320754716981133 0.8780487804878049 0.5950920245398773 0.35294117647058826 0.9509803921568627 0.586 0.0 0.597 0.0 0.592048776032152 0.6753246753246753 0.53125 0.9454545454545454 0.37610619469026546 0.5252525252525253 0.9042553191489362 0.591 0.0 0.607 0.0 0.6240660667679483 0.6604651162790698 0.6010928961748634 0.922077922077922 0.45081967213114754 0.5144927536231884 0.9016393442622951 0.57 0.0 0.577 0.0 0.5526783691401439 0.6882591093117408 0.43795620437956195 0.9659090909090909 0.28846153846153844 0.5345911949685535 0.9090909090909091 0.587
all-distilroberta-v1_mask 7 0.719 0.0 0.73 0.0 0.8502877111980991 0.760548523206751 0.8909178279673233 0.763771186440678 0.8892086330935252 0.7573529411764706 0.8926336061627347 0.651 0.0 0.667 0.0 0.8194233799833311 0.6415094339622641 0.872053872053872 0.7391304347826086 0.8327974276527331 0.5666666666666667 0.9151943462897526 0.718 0.0 0.73 0.0 0.8527944271881348 0.7070707070707071 0.903010033444816 0.6862745098039216 0.9121621621621622 0.7291666666666666 0.8940397350993378 0.61 0.0 0.64 0.0 0.7891049565168803 0.584070796460177 0.840677966101695 0.8048780487804879 0.7607361963190185 0.4583333333333333 0.9393939393939394 0.689 0.0 0.706 0.0 0.8071685538729294 0.7533333333333334 0.8464730290456431 0.6848484848484848 0.9026548672566371 0.837037037037037 0.796875 0.694 0.0 0.717 0.0 0.8421573589632776 0.7862068965517242 0.8774703557312252 0.7402597402597403 0.9098360655737705 0.8382352941176471 0.8473282442748091 0.69 0.0 0.695 0.0 0.7711391275766539 0.7225806451612903 0.8122270742358079 0.6363636363636364 0.8942307692307693 0.835820895522388 0.744 0.587
all-MiniLM-L12-v2 7 0.546 0.0 0.539 0.0 0.5433171263848887 0.5744814582023884 0.5292072322670376 0.9682203389830508 0.36498800959232613 0.40840035746201964 0.9620733249051833 0.572 0.0 0.565 0.0 0.5766024353869156 0.4915254237288136 0.6017699115044248 0.9456521739130435 0.43729903536977494 0.3320610687022901 0.9645390070921985 0.613 0.0 0.594 0.0 0.5895790577965909 0.5483870967741935 0.6037735849056604 1.0 0.43243243243243246 0.37777777777777777 1.0 0.527 0.0 0.529 0.0 0.565546218487395 0.42857142857142855 0.6 0.8780487804878049 0.44171779141104295 0.28346456692913385 0.935064935064935 0.561 0.0 0.563 0.0 0.5041006858735011 0.6505050505050505 0.397212543554007 0.9757575757575757 0.252212389380531 0.48787878787878786 0.9344262295081968 0.575 0.0 0.575 0.0 0.5628151107504397 0.6434782608695653 0.5119047619047619 0.961038961038961 0.3524590163934426 0.48366013071895425 0.9347826086956522 0.549 0.0 0.554 0.0 0.428394376618572 0.6566037735849056 0.23529411764705882 0.9886363636363636 0.1346153846153846 0.4915254237288136 0.9333333333333333 0.607
all-MiniLM-L12-v2_mask 7 0.722 0.0 0.73 0.0 0.8448549000951033 0.7587607922803453 0.8838346784054781 0.7913135593220338 0.8666666666666667 0.728780487804878 0.9016966067864272 0.643 0.0 0.658 0.0 0.8026211227713659 0.6216216216216217 0.8561643835616438 0.75 0.8038585209003215 0.5307692307692308 0.9157509157509157 0.704 0.0 0.731 0.0 0.8356908873965146 0.6857142857142857 0.8873720136518771 0.7058823529411765 0.8783783783783784 0.6666666666666666 0.896551724137931 0.601 0.0 0.609 0.0 0.772358798131994 0.5641025641025641 0.8247422680412372 0.8048780487804879 0.7361963190184049 0.4342105263157895 0.9375 0.703 0.0 0.72 0.0 0.8389394408536701 0.8096676737160121 0.8603104212860311 0.8121212121212121 0.8584070796460177 0.8072289156626506 0.8622222222222222 0.697 0.0 0.706 0.0 0.8592964824120602 0.8181818181818182 0.8852459016393442 0.8181818181818182 0.8852459016393442 0.8181818181818182 0.8852459016393442 0.71 0.0 0.73 0.0 0.8177829635088294 0.8022598870056498 0.8309178743961353 0.8068181818181818 0.8269230769230769 0.797752808988764 0.8349514563106796 0.607
multi-qa-distilbert-cos-v1 7 0.563 0.0 0.553 0.0 0.5245031155055933 0.5703726516784725 0.5037353255069371 0.9809322033898306 0.339568345323741 0.40208423795049936 0.9752066115702479 0.525 0.0 0.54 0.0 0.5089716165989908 0.4603174603174604 0.5233644859813085 0.9456521739130435 0.36012861736334406 0.3041958041958042 0.9572649572649573 0.628 0.0 0.591 0.0 0.5666510691107358 0.5368421052631579 0.5769230769230769 1.0 0.40540540540540543 0.3669064748201439 1.0 0.376 0.0 0.471 0.0 0.4546895740888232 0.3829787234042553 0.4727272727272728 0.8780487804878049 0.31901840490797545 0.24489795918367346 0.9122807017543859 0.535 0.0 0.547 0.0 0.4887321011896877 0.649402390438247 0.37142857142857144 0.9878787878787879 0.23008849557522124 0.4836795252225519 0.9629629629629629 0.595 0.0 0.584 0.0 0.5863388148171197 0.6578947368421053 0.5411764705882353 0.974025974025974 0.3770491803278688 0.4966887417218543 0.9583333333333334 0.485 0.0 0.529 0.0 0.35349480203494804 0.6423357664233577 0.1090909090909091 1.0 0.057692307692307696 0.4731182795698925 1.0 0.609
multi-qa-distilbert-cos-v1_mask 7 0.717 0.0 0.725 0.0 0.8369623274911814 0.7446153846153846 0.8787731256085687 0.7690677966101694 0.8657074340527577 0.7216699801192843 0.8922392486406328 0.637 0.0 0.667 0.0 0.8445736921152935 0.6859903381642511 0.8914858096828047 0.7717391304347826 0.8585209003215434 0.6173913043478261 0.9270833333333334 0.698 0.0 0.731 0.0 0.8701586162103032 0.7499999999999999 0.9115646258503401 0.7647058823529411 0.9054054054054054 0.7358490566037735 0.9178082191780822 0.58 0.0 0.618 0.0 0.8217309078652947 0.6213592233009708 0.8721311475409835 0.7804878048780488 0.8159509202453987 0.5161290322580645 0.9366197183098591 0.717 0.0 0.731 0.0 0.8299984424362076 0.7911392405063292 0.8583690987124464 0.7575757575757576 0.8849557522123894 0.8278145695364238 0.8333333333333334 0.73 0.0 0.728 0.0 0.8330534373167691 0.778523489932886 0.8674698795180724 0.7532467532467533 0.8852459016393442 0.8055555555555556 0.8503937007874016 0.709 0.0 0.728 0.0 0.8270578658351501 0.8023952095808383 0.8479262672811061 0.7613636363636364 0.8846153846153846 0.8481012658227848 0.8141592920353983 0.609
all-MiniLM-L6-v2 7 0.567 0.0 0.561 0.0 0.5635198966424896 0.5865904035589451 0.5530745448299553 0.9777542372881356 0.38609112709832133 0.418974126191557 0.9745762711864406 0.531 0.0 0.553 0.0 0.6079350524958932 0.49552238805970145 0.6411889596602972 0.9021739130434783 0.4855305466237942 0.34156378600823045 0.94375 0.643 0.0 0.628 0.0 0.6390129958019255 0.576271186440678 0.6606334841628959 1.0 0.49324324324324326 0.40476190476190477 1.0 0.375 0.0 0.451 0.0 0.5799980143956318 0.4050632911392405 0.6240000000000001 0.7804878048780488 0.4785276073619632 0.27350427350427353 0.896551724137931 0.583 0.0 0.586 0.0 0.5280816064439482 0.6570841889117043 0.4338983050847457 0.9696969696969697 0.2831858407079646 0.4968944099378882 0.927536231884058 0.591 0.0 0.586 0.0 0.5861692833160035 0.6457399103139013 0.5485714285714286 0.935064935064935 0.39344262295081966 0.4931506849315068 0.9056603773584906 0.615 0.0 0.61 0.0 0.45 0.6666666666666666 0.2666666666666667 1.0 0.15384615384615385 0.5 1.0 0.599
all-MiniLM-L6-v2_mask 7 0.719 0.0 0.73 0.0 0.8486173184761625 0.7577836411609499 0.8897429738169589 0.760593220338983 0.8882494004796163 0.7549947423764458 0.8912415784408084 0.656 0.0 0.68 0.0 0.8367339087519131 0.6666666666666666 0.8870431893687707 0.7391304347826086 0.8585209003215434 0.6071428571428571 0.9175257731958762 0.719 0.0 0.745 0.0 0.8840445183546831 0.7722772277227723 0.9225589225589227 0.7647058823529411 0.9256756756756757 0.78 0.9194630872483222 0.605 0.0 0.628 0.0 0.7943048936907247 0.5631067961165048 0.8524590163934426 0.7073170731707317 0.7975460122699386 0.46774193548387094 0.9154929577464789 0.705 0.0 0.719 0.0 0.8293331785848624 0.7870967741935484 0.8601694915254237 0.7393939393939394 0.8982300884955752 0.8413793103448276 0.8252032520325203 0.692 0.0 0.702 0.0 0.851809575782381 0.7972027972027972 0.8862745098039215 0.7402597402597403 0.9262295081967213 0.8636363636363636 0.849624060150376 0.72 0.0 0.735 0.0 0.8060951829060773 0.7784431137724551 0.8294930875576038 0.7386363636363636 0.8653846153846154 0.8227848101265823 0.7964601769911505 0.599
multi-qa-MiniLM-L6-cos-v1 7 0.558 0.0 0.55 0.0 0.5451811079190448 0.5776105362182502 0.5304984315092367 0.975635593220339 0.36498800959232613 0.4102449888641425 0.9706632653061225 0.491 0.0 0.509 0.0 0.5346220360129844 0.4512534818941505 0.5592841163310961 0.8804347826086957 0.40192926045016075 0.30337078651685395 0.9191176470588235 0.62 0.0 0.597 0.0 0.5798071306012718 0.5376344086021505 0.5943396226415094 0.9803921568627451 0.42567567567567566 0.37037037037037035 0.984375 0.312 0.0 0.388 0.0 0.4936380012587989 0.35838150289017345 0.5276595744680851 0.7560975609756098 0.3803680981595092 0.23484848484848486 0.8611111111111112 0.554 0.0 0.565 0.0 0.468914536181898 0.6429980276134122 0.3418181818181818 0.9878787878787879 0.2079646017699115 0.4766081871345029 0.9591836734693877 0.611 0.0 0.606 0.0 0.5799351528838737 0.6550218340611353 0.5325443786982249 0.974025974025974 0.36885245901639346 0.4934210526315789 0.9574468085106383 0.523 0.0 0.545 0.0 0.31060811727976106 0.6330935251798561 0.03773584905660378 1.0 0.019230769230769232 0.4631578947368421 1.0 0.599
multi-qa-MiniLM-L6-cos-v1_mask 7 0.71 0.0 0.721 0.0 0.8447425409834762 0.7533960292580982 0.8861003861003861 0.763771186440678 0.8805755395683453 0.743298969072165 0.8916949975716367 0.634 0.0 0.661 0.0 0.8432643500704953 0.6766169154228856 0.8925619834710743 0.7391304347826086 0.8681672025723473 0.6238532110091743 0.9183673469387755 0.702 0.0 0.73 0.0 0.8793969849246231 0.7647058823529412 0.918918918918919 0.7647058823529411 0.918918918918919 0.7647058823529411 0.918918918918919 0.577 0.0 0.599 0.0 0.810746913259763 0.5858585858585859 0.8673139158576052 0.7073170731707317 0.8220858895705522 0.5 0.9178082191780822 0.705 0.0 0.719 0.0 0.8330518549497206 0.7975077881619939 0.859002169197397 0.7757575757575758 0.8761061946902655 0.8205128205128205 0.8425531914893617 0.711 0.0 0.717 0.0 0.8383487329118713 0.7866666666666666 0.8709677419354839 0.7662337662337663 0.8852459016393442 0.8082191780821918 0.8571428571428571 0.696 0.0 0.715 0.0 0.827629519808912 0.8070175438596491 0.8450704225352115 0.7840909090909091 0.8653846153846154 0.8313253012048193 0.8256880733944955 0.599
paraphrase-multilingual-mpnet-base-v2 7 0.591 0.0 0.572 0.0 0.5647197163154468 0.5871501272264631 0.5545641729581331 0.9777542372881356 0.38752997601918465 0.41954545454545455 0.9746682750301568 0.621 0.0 0.601 0.0 0.5196344094206857 0.46808510638297873 0.5348837209302326 0.9565217391304348 0.36977491961414793 0.30985915492957744 0.9663865546218487 0.654 0.0 0.615 0.0 0.5910750420121738 0.5434782608695652 0.6074766355140186 0.9803921568627451 0.4391891891891892 0.37593984962406013 0.9848484848484849 0.586 0.0 0.605 0.0 0.449471223674655 0.3958333333333333 0.46296296296296297 0.926829268292683 0.3067484662576687 0.25165562913907286 0.9433962264150944 0.649 0.0 0.636 0.0 0.547080414489388 0.6721311475409836 0.4557823129251701 0.9939393939393939 0.29646017699115046 0.5077399380804953 0.9852941176470589 0.628 0.0 0.619 0.0 0.6280761913346361 0.6816143497757847 0.5942857142857143 0.987012987012987 0.4262295081967213 0.5205479452054794 0.9811320754716981 0.682 0.0 0.68 0.0 0.4409571375720099 0.6641509433962264 0.25210084033613445 1.0 0.14423076923076922 0.4971751412429379 1.0 0.509
paraphrase-multilingual-mpnet-base-v2_mask 7 0.734 0.0 0.736 0.0 0.8492954268899953 0.7740058195926286 0.8833833833833834 0.8453389830508474 0.8465227817745803 0.7137745974955277 0.923600209314495 0.67 0.0 0.678 0.0 0.8118412498725187 0.6553191489361703 0.8581436077057792 0.8369565217391305 0.7877813504823151 0.5384615384615384 0.9423076923076923 0.7 0.0 0.709 0.0 0.848797004741141 0.7256637168141592 0.8912280701754386 0.803921568627451 0.8581081081081081 0.6612903225806451 0.927007299270073 0.665 0.0 0.677 0.0 0.7779422441910389 0.5901639344262294 0.8251748251748252 0.8780487804878049 0.7239263803680982 0.4444444444444444 0.959349593495935 0.742 0.0 0.761 0.0 0.8668951428633455 0.8414634146341462 0.8854625550660794 0.8363636363636363 0.8893805309734514 0.8466257668711656 0.881578947368421 0.743 0.0 0.75 0.0 0.8601610996157256 0.825 0.8823529411764706 0.8571428571428571 0.860655737704918 0.7951807228915663 0.9051724137931034 0.746 0.0 0.77 0.0 0.8743386243386245 0.8571428571428572 0.888888888888889 0.8181818181818182 0.9230769230769231 0.9 0.8571428571428571 0.509
paraphrase-albert-small-v2 7 0.558 0.0 0.542 0.0 0.5067956808328686 0.5611466910643489 0.4821878373515653 0.9745762711864406 0.3213429256594724 0.39400428265524623 0.9654178674351584 0.495 0.0 0.513 0.0 0.5148307535148927 0.4627659574468085 0.530232558139535 0.9456521739130435 0.3665594855305466 0.30633802816901406 0.957983193277311 0.618 0.0 0.581 0.0 0.5490241552765724 0.5284974093264249 0.5560975609756098 1.0 0.38513513513513514 0.3591549295774648 1.0 0.328 0.0 0.419 0.0 0.48391085395906996 0.39344262295081966 0.5066666666666667 0.8780487804878049 0.3496932515337423 0.2535211267605634 0.9193548387096774 0.555 0.0 0.543 0.0 0.4984275244506936 0.654690618762475 0.38434163701067614 0.9939393939393939 0.23893805309734514 0.4880952380952381 0.9818181818181818 0.614 0.0 0.585 0.0 0.5905697059754211 0.6637554585152838 0.5443786982248521 0.987012987012987 0.3770491803278688 0.5 0.9787234042553191 0.483 0.0 0.483 0.0 0.3739495798319328 0.6470588235294118 0.14285714285714288 1.0 0.07692307692307693 0.4782608695652174 1.0 0.603
paraphrase-albert-small-v2_mask 7 0.7 0.0 0.699 0.0 0.8118179249975591 0.7247058823529411 0.851258581235698 0.815677966101695 0.8028776978417266 0.6519898391193903 0.9058441558441559 0.604 0.0 0.633 0.0 0.823038135526266 0.6724137931034483 0.8675958188153311 0.8478260869565217 0.8006430868167203 0.5571428571428572 0.9467680608365019 0.675 0.0 0.699 0.0 0.8506022174363883 0.7394957983193278 0.8888888888888888 0.8627450980392157 0.8378378378378378 0.6470588235294118 0.9465648854961832 0.534 0.0 0.575 0.0 0.7980792136863745 0.6017699115044247 0.8474576271186441 0.8292682926829268 0.7668711656441718 0.4722222222222222 0.946969696969697 0.728 0.0 0.717 0.0 0.8282637753768837 0.7938461538461539 0.8533916849015317 0.7818181818181819 0.8628318584070797 0.80625 0.8441558441558441 0.758 0.0 0.74 0.0 0.8601610996157256 0.825 0.8823529411764706 0.8571428571428571 0.860655737704918 0.7951807228915663 0.9051724137931034 0.69 0.0 0.687 0.0 0.7952054794520548 0.7636363636363637 0.8219178082191783 0.7159090909090909 0.8653846153846154 0.8181818181818182 0.782608695652174 0.603
paraphrase-multilingual-MiniLM-L12-v2 7 0.61 0.0 0.591 0.0 0.6751342613738159 0.6384505021520803 0.691743119266055 0.9427966101694916 0.5424460431654676 0.482646420824295 0.9544303797468354 0.619 0.0 0.582 0.0 0.7048938953557236 0.5742574257425742 0.7435387673956262 0.9456521739130435 0.6012861736334405 0.41232227488151657 0.9739583333333334 0.664 0.0 0.617 0.0 0.681469925775285 0.5988023952095808 0.70995670995671 0.9803921568627451 0.5540540540540541 0.43103448275862066 0.9879518072289156 0.562 0.0 0.537 0.0 0.7262471164936561 0.5441176470588235 0.7720588235294117 0.9024390243902439 0.6441717791411042 0.3894736842105263 0.963302752293578 0.659 0.0 0.628 0.0 0.6685082295062613 0.7165532879818594 0.6334310850439884 0.9575757575757575 0.4778761061946903 0.572463768115942 0.9391304347826087 0.674 0.0 0.639 0.0 0.6993894563320642 0.7177033492822967 0.6878306878306879 0.974025974025974 0.5327868852459017 0.5681818181818182 0.9701492537313433 0.633 0.0 0.611 0.0 0.6344147005444646 0.7155172413793103 0.5657894736842105 0.9431818181818182 0.41346153846153844 0.5763888888888888 0.8958333333333334 0.481
paraphrase-multilingual-MiniLM-L12-v2_mask 7 0.724 0.0 0.727 0.0 0.8401301735241317 0.726107226107226 0.8917549516351913 0.659957627118644 0.928537170263789 0.8069948186528497 0.8577758085954807 0.648 0.0 0.64 0.0 0.8586128763068844 0.7010309278350515 0.9052287581699346 0.7391304347826086 0.8906752411575563 0.6666666666666666 0.920265780730897 0.688 0.0 0.701 0.0 0.861951639211229 0.7216494845360826 0.9102990033222591 0.6862745098039216 0.9256756756756757 0.7608695652173914 0.8954248366013072 0.616 0.0 0.596 0.0 0.8561241117257722 0.6804123711340206 0.9003215434083601 0.8048780487804879 0.8588957055214724 0.5892857142857143 0.9459459459459459 0.734 0.0 0.737 0.0 0.8449861098260529 0.7972508591065292 0.8798370672097761 0.703030303030303 0.9557522123893806 0.9206349206349206 0.8150943396226416 0.746 0.0 0.74 0.0 0.840326741342612 0.7769784172661871 0.8803088803088803 0.7012987012987013 0.9344262295081968 0.8709677419354839 0.8321167883211679 0.727 0.0 0.735 0.0 0.8501966122202056 0.8157894736842106 0.8793103448275861 0.7045454545454546 0.9807692307692307 0.96875 0.796875 0.481
paraphrase-MiniLM-L3-v2 7 0.525 0.0 0.515 0.0 0.4606984880916995 0.5469531939947012 0.42164599774520856 0.9841101694915254 0.26906474820143883 0.37871993477374644 0.9739583333333334 0.506 0.0 0.514 0.0 0.40526268406452737 0.429951690821256 0.3979591836734694 0.967391304347826 0.2508038585209003 0.27639751552795033 0.9629629629629629 0.578 0.0 0.547 0.0 0.4936797546024729 0.504950495049505 0.489795918367347 1.0 0.32432432432432434 0.33774834437086093 1.0 0.401 0.0 0.472 0.0 0.31664741368245414 0.3584905660377359 0.30612244897959184 0.926829268292683 0.18404907975460122 0.2222222222222222 0.9090909090909091 0.512 0.0 0.52 0.0 0.4667194420132582 0.6444007858546169 0.336996336996337 0.9939393939393939 0.20353982300884957 0.47674418604651164 0.9787234042553191 0.543 0.0 0.54 0.0 0.530660656222288 0.638655462184874 0.4625000000000001 0.987012987012987 0.30327868852459017 0.4720496894409938 0.9736842105263158 0.471 0.0 0.49 0.0 0.3839461624704743 0.6494464944649446 0.1592920353982301 1.0 0.08653846153846154 0.4808743169398907 1.0 0.631
paraphrase-MiniLM-L3-v2_mask 7 0.697 0.0 0.71 0.0 0.8191593696155156 0.7264705882352941 0.86112493777999 0.784957627118644 0.829736211031175 0.676094890510949 0.8949818934299018 0.609 0.0 0.629 0.0 0.7870523488442104 0.6166666666666667 0.8374558303886926 0.8043478260869565 0.7620578778135049 0.5 0.9294117647058824 0.637 0.0 0.67 0.0 0.8292869408367719 0.6902654867256637 0.8771929824561404 0.7647058823529411 0.8445945945945946 0.6290322580645161 0.9124087591240876 0.588 0.0 0.606 0.0 0.7477174914575914 0.5511811023622047 0.797153024911032 0.8536585365853658 0.6871165644171779 0.4069767441860465 0.9491525423728814 0.658 0.0 0.672 0.0 0.8132215644557411 0.7781155015197568 0.8388520971302427 0.7757575757575758 0.8407079646017699 0.7804878048780488 0.8370044052863436 0.679 0.0 0.687 0.0 0.8247062943759152 0.7770700636942675 0.8547717842323651 0.7922077922077922 0.8442622950819673 0.7625 0.865546218487395 0.626 0.0 0.655 0.0 0.8016491151089659 0.7790697674418605 0.8207547169811321 0.7613636363636364 0.8365384615384616 0.7976190476190477 0.8055555555555556 0.631
distiluse-base-multilingual-cased-v1 7 0.585 0.0 0.58 0.0 0.41107033216860106 0.5330296127562643 0.35585231736056555 0.9915254237288136 0.21726618705035972 0.3644859813084112 0.982646420824295 0.476 0.0 0.541 0.0 0.38995941356338465 0.42206235011990406 0.38046272493573263 0.9565217391304348 0.2379421221864952 0.27076923076923076 0.9487179487179487 0.68 0.0 0.661 0.0 0.4202137447802392 0.4788732394366197 0.4 1.0 0.25 0.3148148148148148 1.0 0.213 0.002 0.386 0.0 0.3627450980392157 0.3627450980392157 0.3627450980392157 0.9024390243902439 0.22699386503067484 0.22699386503067484 0.9024390243902439 0.582 0.0 0.584 0.0 0.3985891565220235 0.6247619047619047 0.23346303501945526 0.9939393939393939 0.13274336283185842 0.45555555555555555 0.967741935483871 0.603 0.0 0.604 0.0 0.4423729458101318 0.6080000000000001 0.33783783783783783 0.987012987012987 0.20491803278688525 0.4393063583815029 0.9615384615384616 0.549 0.0 0.55 0.0 0.34302752293577976 0.6399999999999999 0.09174311926605505 1.0 0.04807692307692308 0.47058823529411764 1.0 0.691
distiluse-base-multilingual-cased-v1_mask 7 0.691 0.0 0.712 0.0 0.8292313397191593 0.7364185110663984 0.8712530712530713 0.7754237288135594 0.8503597122302158 0.7011494252873564 0.8931989924433249 0.61 0.0 0.661 0.0 0.8319020012715012 0.6697674418604651 0.879864636209814 0.782608695652174 0.8360128617363344 0.5853658536585366 0.9285714285714286 0.675 0.0 0.722 0.0 0.8494480390892858 0.7304347826086957 0.8904593639575972 0.8235294117647058 0.8513513513513513 0.65625 0.9333333333333333 0.534 0.0 0.597 0.0 0.8158390628978864 0.6 0.8701298701298702 0.7317073170731707 0.8220858895705522 0.5084745762711864 0.9241379310344827 0.677 0.0 0.684 0.0 0.8172292510387071 0.7760252365930599 0.8473118279569892 0.7454545454545455 0.8716814159292036 0.8092105263157895 0.8242677824267782 0.666 0.0 0.68 0.0 0.7994528693477986 0.7435897435897437 0.8347107438016529 0.7532467532467533 0.8278688524590164 0.7341772151898734 0.8416666666666667 0.704 0.0 0.707 0.0 0.836450528739474 0.8074534161490683 0.8609865470852017 0.7386363636363636 0.9230769230769231 0.8904109589041096 0.8067226890756303 0.691
distiluse-base-multilingual-cased-v2 7 0.586 0.0 0.581 0.0 0.46191043172926355 0.5490887713109935 0.42243975903614456 0.989406779661017 0.26906474820143883 0.3799837266069976 0.9824868651488616 0.457 0.0 0.518 0.0 0.44846265190557993 0.4205128205128205 0.4567307692307692 0.8913043478260869 0.3054662379421222 0.2751677852348993 0.9047619047619048 0.694 0.0 0.679 0.0 0.5125628140703518 0.5125628140703518 0.5125628140703518 1.0 0.34459459459459457 0.34459459459459457 1.0 0.144 0.039 0.317 0.0 0.3892660931962719 0.3246073298429319 0.4055299539170507 0.7560975609756098 0.26993865030674846 0.20666666666666667 0.8148148148148148 0.602 0.0 0.598 0.0 0.4461408760233187 0.6381322957198444 0.30597014925373134 0.9939393939393939 0.18141592920353983 0.4699140401146132 0.9761904761904762 0.606 0.0 0.6 0.0 0.4951698623210303 0.625514403292181 0.41290322580645156 0.987012987012987 0.26229508196721313 0.4578313253012048 0.9696969696969697 0.589 0.0 0.6 0.0 0.3839461624704743 0.6494464944649446 0.1592920353982301 1.0 0.08653846153846154 0.4808743169398907 1.0 0.653
distiluse-base-multilingual-cased-v2_mask 7 0.694 0.0 0.715 0.0 0.8357105752888546 0.7315217391304346 0.8828828828828827 0.7129237288135594 0.8930455635491606 0.7511160714285714 0.8729488982653539 0.604 0.0 0.663 0.0 0.8451068633010389 0.6666666666666666 0.8978930307941653 0.6847826086956522 0.8906752411575563 0.6494845360824743 0.9052287581699346 0.672 0.0 0.728 0.0 0.8501830187041959 0.7115384615384615 0.8979591836734694 0.7254901960784313 0.8918918918918919 0.6981132075471698 0.9041095890410958 0.529 0.0 0.592 0.0 0.8403387361136405 0.611764705882353 0.8978328173374612 0.6341463414634146 0.8895705521472392 0.5909090909090909 0.90625 0.698 0.0 0.704 0.0 0.8203481363536081 0.7707641196013288 0.8565488565488565 0.703030303030303 0.911504424778761 0.8529411764705882 0.807843137254902 0.676 0.0 0.69 0.0 0.8128174903248622 0.7516778523489932 0.8514056224899599 0.7272727272727273 0.8688524590163934 0.7777777777777778 0.8346456692913385 0.735 0.0 0.729 0.0 0.8287961282516636 0.7894736842105263 0.8620689655172413 0.6818181818181818 0.9615384615384616 0.9375 0.78125 0.653
multi-qa-MiniLM-L6-dot-v1 7 0.488 0.0 0.492 0.0 0.6095045203496438 0.5891632373113855 0.6187141947803947 0.909957627118644 0.46618705035971225 0.4355983772819473 0.9195837275307474 0.492 0.0 0.497 0.0 0.6827190521371815 0.5190311418685121 0.7311411992263056 0.8152173913043478 0.6077170418006431 0.38071065989847713 0.9174757281553398 0.584 0.0 0.566 0.0 0.6522179643209718 0.5680473372781065 0.6812227074235806 0.9411764705882353 0.527027027027027 0.4067796610169492 0.9629629629629629 0.374 0.0 0.415 0.0 0.7063521241830064 0.45000000000000007 0.7708333333333333 0.6585365853658537 0.6809815950920245 0.34177215189873417 0.888 0.432 0.0 0.459 0.0 0.5627192998147218 0.6507592190889372 0.498442367601246 0.9090909090909091 0.35398230088495575 0.5067567567567568 0.8421052631578947 0.552 0.0 0.547 0.0 0.6268066388153863 0.6540284360189573 0.609625668449198 0.8961038961038961 0.4672131147540984 0.5149253731343284 0.8769230769230769 0.279 0.0 0.304 0.0 0.48294527363184087 0.648 0.34328358208955223 0.9204545454545454 0.22115384615384615 0.5 0.7666666666666667 0.298
multi-qa-MiniLM-L6-dot-v1_mask 7 0.56 0.0 0.582 0.0 0.774872030472419 0.6511627906976744 0.8308823529411764 0.6822033898305084 0.8129496402877698 0.6228239845261122 0.849624060150376 0.572 0.0 0.58 0.0 0.8031203017302484 0.5980392156862744 0.8637873754152824 0.6630434782608695 0.8360128617363344 0.5446428571428571 0.8934707903780069 0.604 0.0 0.624 0.0 0.8133368864524644 0.6545454545454547 0.8680555555555556 0.7058823529411765 0.8445945945945946 0.6101694915254238 0.8928571428571429 0.531 0.0 0.534 0.0 0.7939595407210179 0.5319148936170213 0.8598726114649681 0.6097560975609756 0.8282208588957055 0.4716981132075472 0.8940397350993378 0.52 0.0 0.543 0.0 0.7266167292337518 0.6511627906976746 0.7817047817047816 0.593939393939394 0.831858407079646 0.7205882352941176 0.7372549019607844 0.612 0.0 0.612 0.0 0.7466657612386255 0.6621621621621622 0.8 0.6363636363636364 0.819672131147541 0.6901408450704225 0.78125 0.414 0.0 0.453 0.0 0.706271397447868 0.6405228758169935 0.761904761904762 0.5568181818181818 0.8461538461538461 0.7538461538461538 0.6929133858267716 0.298
multi-qa-distilbert-dot-v1 7 0.538 0.0 0.537 0.0 0.5235194572615931 0.567634342186535 0.5035460992907802 0.9735169491525424 0.3405275779376499 0.4006102877070619 0.9659863945578231 0.497 0.0 0.521 0.0 0.5302342038870871 0.46612466124661245 0.5491990846681922 0.9347826086956522 0.3858520900321543 0.3104693140794224 0.9523809523809523 0.625 0.0 0.584 0.0 0.5781944168665006 0.5425531914893617 0.5904761904761905 1.0 0.4189189189189189 0.3722627737226277 1.0 0.312 0.0 0.434 0.0 0.48603680282442285 0.3867403314917127 0.5110132158590308 0.8536585365853658 0.3558282208588957 0.25 0.90625 0.533 0.0 0.55 0.0 0.4887321011896877 0.649402390438247 0.37142857142857144 0.9878787878787879 0.23008849557522124 0.4836795252225519 0.9629629629629629 0.573 0.0 0.568 0.0 0.5603991081289288 0.646551724137931 0.5060240963855422 0.974025974025974 0.3442622950819672 0.4838709677419355 0.9545454545454546 0.498 0.0 0.532 0.0 0.3937946718648473 0.6518518518518518 0.17543859649122806 1.0 0.09615384615384616 0.4835164835164835 1.0 0.573
multi-qa-distilbert-dot-v1_mask 7 0.653 0.0 0.669 0.0 0.8017371511240622 0.700587084148728 0.8475336322869954 0.7584745762711864 0.8158273381294964 0.6509090909090909 0.8818040435458787 0.605 0.0 0.633 0.0 0.8237391027821858 0.6476190476190476 0.8758389261744967 0.7391304347826086 0.8392282958199357 0.576271186440678 0.9157894736842105 0.657 0.0 0.682 0.0 0.840374882900679 0.717948717948718 0.882562277580071 0.8235294117647058 0.8378378378378378 0.6363636363636364 0.9323308270676691 0.539 0.0 0.579 0.0 0.8073963635633467 0.5591397849462365 0.8698412698412699 0.6341463414634146 0.8404907975460123 0.5 0.9013157894736842 0.64 0.0 0.652 0.0 0.7976932333486922 0.7584097859327217 0.8263736263736263 0.7515151515151515 0.831858407079646 0.7654320987654321 0.8209606986899564 0.665 0.0 0.672 0.0 0.8042490429046867 0.7483870967741936 0.8395061728395061 0.7532467532467533 0.8360655737704918 0.7435897435897436 0.8429752066115702 0.607 0.0 0.622 0.0 0.7912095948515431 0.7674418604651163 0.8113207547169811 0.75 0.8269230769230769 0.7857142857142857 0.7962962962962963 0.573
multi-qa-mpnet-base-dot-v1 7 0.525 0.0 0.518 0.0 0.5876392970090069 0.5827505827505827 0.5898527004909985 0.926906779661017 0.43213429256594726 0.4249635745507528 0.9288659793814433 0.582 0.0 0.582 0.0 0.623188138371832 0.5045592705167173 0.6582809224318659 0.9021739130434783 0.5048231511254019 0.350210970464135 0.9457831325301205 0.635 0.0 0.603 0.0 0.6208374350934687 0.5485714285714286 0.6457399103139014 0.9411764705882353 0.4864864864864865 0.3870967741935484 0.96 0.518 0.0 0.555 0.0 0.626131626594804 0.45454545454545453 0.6692913385826772 0.8536585365853658 0.5214723926380368 0.30973451327433627 0.9340659340659341 0.565 0.0 0.572 0.0 0.5876377442283474 0.675268817204301 0.5236593059936909 0.9515151515151515 0.3672566371681416 0.5233333333333333 0.9120879120879121 0.584 0.0 0.59 0.0 0.6225746447439479 0.663594470046083 0.5966850828729281 0.935064935064935 0.4426229508196721 0.5142857142857142 0.9152542372881356 0.54 0.0 0.54 0.0 0.5451850094876661 0.685483870967742 0.42647058823529416 0.9659090909090909 0.27884615384615385 0.53125 0.90625 0.48
multi-qa-mpnet-base-dot-v1_mask 7 0.664 0.0 0.671 0.0 0.8092700547886353 0.7086848635235732 0.8548107840712342 0.7563559322033898 0.8287769784172662 0.6666666666666666 0.8825331971399387 0.629 0.0 0.655 0.0 0.8393577127350238 0.6731707317073171 0.8885191347753744 0.75 0.8585209003215434 0.6106194690265486 0.9206896551724137 0.704 0.0 0.708 0.0 0.8722831328358966 0.7636363636363636 0.9097222222222222 0.8235294117647058 0.8851351351351351 0.711864406779661 0.9357142857142857 0.555 0.0 0.606 0.0 0.808597183618697 0.5684210526315789 0.8690095846645367 0.6585365853658537 0.8343558282208589 0.5 0.9066666666666666 0.645 0.0 0.66 0.0 0.805780119625989 0.7710843373493977 0.831111111111111 0.7757575757575758 0.827433628318584 0.7664670658682635 0.8348214285714286 0.669 0.0 0.687 0.0 0.8350436162814547 0.7924528301886793 0.8619246861924686 0.8181818181818182 0.8442622950819673 0.7682926829268293 0.8803418803418803 0.609 0.0 0.618 0.0 0.7756919522596316 0.7514450867052023 0.7962085308056873 0.7386363636363636 0.8076923076923077 0.7647058823529411 0.7850467289719626 0.48
multi-qa-MiniLM-L6-cos-v1 7 0.558 0.0 0.55 0.0 0.5451811079190448 0.5776105362182502 0.5304984315092367 0.975635593220339 0.36498800959232613 0.4102449888641425 0.9706632653061225 0.491 0.0 0.509 0.0 0.5346220360129844 0.4512534818941505 0.5592841163310961 0.8804347826086957 0.40192926045016075 0.30337078651685395 0.9191176470588235 0.62 0.0 0.597 0.0 0.5798071306012718 0.5376344086021505 0.5943396226415094 0.9803921568627451 0.42567567567567566 0.37037037037037035 0.984375 0.312 0.0 0.388 0.0 0.4936380012587989 0.35838150289017345 0.5276595744680851 0.7560975609756098 0.3803680981595092 0.23484848484848486 0.8611111111111112 0.554 0.0 0.565 0.0 0.468914536181898 0.6429980276134122 0.3418181818181818 0.9878787878787879 0.2079646017699115 0.4766081871345029 0.9591836734693877 0.611 0.0 0.606 0.0 0.5799351528838737 0.6550218340611353 0.5325443786982249 0.974025974025974 0.36885245901639346 0.4934210526315789 0.9574468085106383 0.523 0.0 0.545 0.0 0.31060811727976106 0.6330935251798561 0.03773584905660378 1.0 0.019230769230769232 0.4631578947368421 1.0 0.599
multi-qa-MiniLM-L6-cos-v1_mask 7 0.71 0.0 0.721 0.0 0.8447425409834762 0.7533960292580982 0.8861003861003861 0.763771186440678 0.8805755395683453 0.743298969072165 0.8916949975716367 0.634 0.0 0.661 0.0 0.8432643500704953 0.6766169154228856 0.8925619834710743 0.7391304347826086 0.8681672025723473 0.6238532110091743 0.9183673469387755 0.702 0.0 0.73 0.0 0.8793969849246231 0.7647058823529412 0.918918918918919 0.7647058823529411 0.918918918918919 0.7647058823529411 0.918918918918919 0.577 0.0 0.599 0.0 0.810746913259763 0.5858585858585859 0.8673139158576052 0.7073170731707317 0.8220858895705522 0.5 0.9178082191780822 0.705 0.0 0.719 0.0 0.8330518549497206 0.7975077881619939 0.859002169197397 0.7757575757575758 0.8761061946902655 0.8205128205128205 0.8425531914893617 0.711 0.0 0.717 0.0 0.8383487329118713 0.7866666666666666 0.8709677419354839 0.7662337662337663 0.8852459016393442 0.8082191780821918 0.8571428571428571 0.696 0.0 0.715 0.0 0.827629519808912 0.8070175438596491 0.8450704225352115 0.7840909090909091 0.8653846153846154 0.8313253012048193 0.8256880733944955 0.599
multi-qa-distilbert-cos-v1 7 0.563 0.0 0.553 0.0 0.5245031155055933 0.5703726516784725 0.5037353255069371 0.9809322033898306 0.339568345323741 0.40208423795049936 0.9752066115702479 0.525 0.0 0.54 0.0 0.5089716165989908 0.4603174603174604 0.5233644859813085 0.9456521739130435 0.36012861736334406 0.3041958041958042 0.9572649572649573 0.628 0.0 0.591 0.0 0.5666510691107358 0.5368421052631579 0.5769230769230769 1.0 0.40540540540540543 0.3669064748201439 1.0 0.376 0.0 0.471 0.0 0.4546895740888232 0.3829787234042553 0.4727272727272728 0.8780487804878049 0.31901840490797545 0.24489795918367346 0.9122807017543859 0.535 0.0 0.547 0.0 0.4887321011896877 0.649402390438247 0.37142857142857144 0.9878787878787879 0.23008849557522124 0.4836795252225519 0.9629629629629629 0.595 0.0 0.584 0.0 0.5863388148171197 0.6578947368421053 0.5411764705882353 0.974025974025974 0.3770491803278688 0.4966887417218543 0.9583333333333334 0.485 0.0 0.529 0.0 0.35349480203494804 0.6423357664233577 0.1090909090909091 1.0 0.057692307692307696 0.4731182795698925 1.0 0.609
multi-qa-distilbert-cos-v1_mask 7 0.717 0.0 0.725 0.0 0.8369623274911814 0.7446153846153846 0.8787731256085687 0.7690677966101694 0.8657074340527577 0.7216699801192843 0.8922392486406328 0.637 0.0 0.667 0.0 0.8445736921152935 0.6859903381642511 0.8914858096828047 0.7717391304347826 0.8585209003215434 0.6173913043478261 0.9270833333333334 0.698 0.0 0.731 0.0 0.8701586162103032 0.7499999999999999 0.9115646258503401 0.7647058823529411 0.9054054054054054 0.7358490566037735 0.9178082191780822 0.58 0.0 0.618 0.0 0.8217309078652947 0.6213592233009708 0.8721311475409835 0.7804878048780488 0.8159509202453987 0.5161290322580645 0.9366197183098591 0.717 0.0 0.731 0.0 0.8299984424362076 0.7911392405063292 0.8583690987124464 0.7575757575757576 0.8849557522123894 0.8278145695364238 0.8333333333333334 0.73 0.0 0.728 0.0 0.8330534373167691 0.778523489932886 0.8674698795180724 0.7532467532467533 0.8852459016393442 0.8055555555555556 0.8503937007874016 0.709 0.0 0.728 0.0 0.8270578658351501 0.8023952095808383 0.8479262672811061 0.7613636363636364 0.8846153846153846 0.8481012658227848 0.8141592920353983 0.609
multi-qa-mpnet-base-cos-v1 7 0.566 0.0 0.553 0.0 0.5916261281178176 0.5951443569553806 0.5900332225913621 0.9608050847457628 0.42589928057553955 0.4310836501901141 0.96 0.591 0.0 0.599 0.0 0.5786270939643683 0.4827586206896551 0.6069868995633187 0.9130434782608695 0.44694533762057875 0.328125 0.9455782312925171 0.651 0.0 0.622 0.0 0.6101340354660795 0.5423728813559321 0.6334841628959276 0.9411764705882353 0.47297297297297297 0.38095238095238093 0.958904109589041 0.518 0.0 0.573 0.0 0.5498752465676477 0.4210526315789474 0.5822784810126582 0.8780487804878049 0.4233128834355828 0.27692307692307694 0.9324324324324325 0.604 0.0 0.612 0.0 0.5730536598315144 0.6709129511677283 0.5016077170418006 0.9575757575757575 0.34513274336283184 0.5163398692810458 0.9176470588235294 0.638 0.0 0.641 0.0 0.6402012092155209 0.6728971962616822 0.6195652173913043 0.935064935064935 0.4672131147540984 0.5255474452554745 0.9193548387096774 0.554 0.0 0.573 0.0 0.4858783459460563 0.669260700389105 0.3307086614173228 0.9772727272727273 0.20192307692307693 0.5088757396449705 0.9130434782608695 0.585
multi-qa-mpnet-base-cos-v1_mask 7 0.72 0.0 0.727 0.0 0.8421008938310116 0.7506480041472265 0.8835069023976749 0.7669491525423728 0.874820143884892 0.7350253807106599 0.8923679060665362 0.655 0.0 0.684 0.0 0.8374579483030498 0.6598984771573604 0.8899835796387521 0.7065217391304348 0.8713826366559485 0.6190476190476191 0.9093959731543624 0.714 0.0 0.737 0.0 0.8675513622534441 0.7346938775510204 0.9133333333333332 0.7058823529411765 0.9256756756756757 0.7659574468085106 0.9013157894736842 0.608 0.0 0.647 0.0 0.810746913259763 0.5858585858585859 0.8673139158576052 0.7073170731707317 0.8220858895705522 0.5 0.9178082191780822 0.699 0.0 0.719 0.0 0.8263742539032921 0.7817589576547233 0.8589473684210525 0.7272727272727273 0.9026548672566371 0.8450704225352113 0.8192771084337349 0.701 0.0 0.726 0.0 0.8367779404458865 0.7777777777777778 0.8740157480314961 0.7272727272727273 0.9098360655737705 0.835820895522388 0.8409090909090909 0.693 0.0 0.706 0.0 0.8158005533501745 0.785276073619632 0.8416289592760181 0.7272727272727273 0.8942307692307693 0.8533333333333334 0.7948717948717948 0.585
msmarco-distilbert-base-tas-b 7 0.482 0.0 0.47 0.0 0.5527634143650283 0.5734355044699871 0.5434039644565961 0.951271186440678 0.381294964028777 0.41042047531992687 0.9453032104637337 0.431 0.0 0.46 0.0 0.6426325326441923 0.49350649350649356 0.6867469879518072 0.8260869565217391 0.5498392282958199 0.35185185185185186 0.9144385026737968 0.547 0.0 0.501 0.0 0.5410793248433533 0.5130890052356021 0.5507246376811594 0.9607843137254902 0.38513513513513514 0.35 0.9661016949152542 0.334 0.0 0.439 0.0 0.7187961623983455 0.46153846153846156 0.7835051546391752 0.6585365853658537 0.6993865030674846 0.35526315789473684 0.890625 0.461 0.0 0.475 0.0 0.5170837840794448 0.653061224489796 0.41780821917808214 0.9696969696969697 0.26991150442477874 0.49230769230769234 0.9242424242424242 0.524 0.0 0.524 0.0 0.5989910449551731 0.6637168141592921 0.5581395348837209 0.974025974025974 0.39344262295081966 0.5033557046979866 0.96 0.369 0.0 0.39 0.0 0.41250000000000003 0.6439393939393939 0.21666666666666667 0.9659090909090909 0.125 0.48295454545454547 0.8125 0.181
msmarco-distilbert-base-tas-b_mask 7 0.659 0.0 0.658 0.0 0.8121054949555913 0.6843891402714932 0.86993006993007 0.6408898305084746 0.8949640287769784 0.7342233009708737 0.8462585034013606 0.566 0.0 0.588 0.0 0.8411910669975186 0.6521739130434783 0.8971061093247589 0.6521739130434783 0.8971061093247589 0.6521739130434783 0.8971061093247589 0.595 0.0 0.61 0.0 0.849246231155779 0.7058823529411765 0.8986486486486488 0.7058823529411765 0.8986486486486487 0.7058823529411765 0.8986486486486487 0.539 0.0 0.567 0.0 0.8333333333333334 0.5853658536585366 0.8957055214723927 0.5853658536585366 0.8957055214723927 0.5853658536585366 0.8957055214723927 0.671 0.0 0.678 0.0 0.8178942034631301 0.7682119205298013 0.8541666666666666 0.703030303030303 0.9070796460176991 0.8467153284671532 0.8070866141732284 0.687 0.0 0.691 0.0 0.851809575782381 0.7972027972027972 0.8862745098039215 0.7402597402597403 0.9262295081967213 0.8636363636363636 0.849624060150376 0.646 0.0 0.658 0.0 0.783109713487072 0.7421383647798742 0.8177777777777777 0.6704545454545454 0.8846153846153846 0.8309859154929577 0.7603305785123967 0.181
msmarco-distilbert-dot-v5 7 0.508 0.0 0.496 0.0 0.49018425517953546 0.555689343768814 0.46052631578947373 0.9777542372881356 0.302158273381295 0.3881412952060555 0.967741935483871 0.436 0.0 0.476 0.0 0.5784398050787227 0.46920821114369504 0.6107526881720429 0.8695652173913043 0.4565916398713826 0.321285140562249 0.922077922077922 0.584 0.0 0.537 0.0 0.5025125628140703 0.5025125628140703 0.5025125628140703 0.9803921568627451 0.33783783783783783 0.33783783783783783 0.9803921568627451 0.287 0.0 0.425 0.0 0.6376265851040194 0.4225352112676056 0.6917293233082707 0.7317073170731707 0.5644171779141104 0.297029702970297 0.8932038834951457 0.507 0.0 0.513 0.0 0.4926608924802629 0.646586345381526 0.38028169014084506 0.9757575757575757 0.23893805309734514 0.48348348348348347 0.9310344827586207 0.584 0.0 0.568 0.0 0.5645268872650415 0.6523605150214592 0.509090909090909 0.987012987012987 0.3442622950819672 0.48717948717948717 0.9767441860465116 0.412 0.0 0.421 0.0 0.403268854711696 0.6415094339622641 0.20168067226890757 0.9659090909090909 0.11538461538461539 0.480225988700565 0.8 0.232
msmarco-distilbert-dot-v5_mask 7 0.692 0.0 0.707 0.0 0.8311772522014964 0.7376966007102993 0.8735013457303644 0.7701271186440678 0.8561151079136691 0.7078870496592016 0.8916083916083916 0.623 0.0 0.651 0.0 0.841535852612151 0.6764705882352942 0.8903654485049833 0.75 0.8617363344051447 0.6160714285714286 0.9209621993127147 0.659 0.0 0.68 0.0 0.8428100096441805 0.7090909090909091 0.888888888888889 0.7647058823529411 0.8648648648648649 0.6610169491525424 0.9142857142857143 0.587 0.0 0.622 0.0 0.8407869178298776 0.6382978723404255 0.89171974522293 0.7317073170731707 0.8588957055214724 0.5660377358490566 0.9271523178807947 0.696 0.0 0.698 0.0 0.8313353670436219 0.8012048192771083 0.8533333333333332 0.806060606060606 0.8495575221238938 0.7964071856287425 0.8571428571428571 0.747 0.0 0.747 0.0 0.860385837957311 0.8271604938271604 0.8813559322033898 0.8701298701298701 0.8524590163934426 0.788235294117647 0.9122807017543859 0.63 0.0 0.638 0.0 0.8013652189847903 0.7764705882352942 0.8224299065420562 0.75 0.8461538461538461 0.8048780487804879 0.8 0.232
msmarco-bert-base-dot-v5 7 0.488 0.0 0.473 0.0 0.5163888716094558 0.5619987661937075 0.4957386363636363 0.965042372881356 0.33477218225419664 0.39643167972149695 0.9548563611491108 0.359 0.0 0.431 0.0 0.54093533376786 0.4507042253521127 0.5676274944567627 0.8695652173913043 0.4115755627009646 0.3041825095057034 0.9142857142857143 0.574 0.0 0.534 0.0 0.5410793248433533 0.5130890052356021 0.5507246376811594 0.9607843137254902 0.38513513513513514 0.35 0.9661016949152542 0.092 0.192 0.3 0.0 0.5409836065573771 0.3780487804878049 0.5819672131147541 0.7560975609756098 0.43558282208588955 0.25203252032520324 0.8765432098765432 0.408 0.0 0.431 0.0 0.47899204703941833 0.6441351888667992 0.3584229390681004 0.9818181818181818 0.22123893805309736 0.47928994082840237 0.9433962264150944 0.516 0.0 0.514 0.0 0.5776587528460667 0.658008658008658 0.5269461077844312 0.987012987012987 0.36065573770491804 0.4935064935064935 0.9777777777777777 0.256 0.0 0.283 0.0 0.34786414565826335 0.6323529411764707 0.10714285714285714 0.9772727272727273 0.057692307692307696 0.4673913043478261 0.75 0.104
msmarco-bert-base-dot-v5_mask 7 0.701 0.0 0.711 0.0 0.8398962144704957 0.7365532381997805 0.8866855524079321 0.7108050847457628 0.9007194244604316 0.7642369020501139 0.8730822873082287 0.619 0.0 0.669 0.0 0.8721862500732092 0.7150837988826816 0.9186602870813395 0.6956521739130435 0.9260450160771704 0.735632183908046 0.9113924050632911 0.641 0.0 0.697 0.0 0.8879280757529142 0.7755102040816325 0.9266666666666666 0.7450980392156863 0.9391891891891891 0.8085106382978723 0.9144736842105263 0.609 0.0 0.646 0.0 0.8571829909900307 0.6419753086419754 0.9113149847094801 0.6341463414634146 0.9141104294478528 0.65 0.9085365853658537 0.691 0.0 0.702 0.0 0.8203481363536081 0.7707641196013288 0.8565488565488565 0.703030303030303 0.911504424778761 0.8529411764705882 0.807843137254902 0.732 0.0 0.746 0.0 0.8373428350712029 0.7808219178082192 0.873015873015873 0.7402597402597403 0.9016393442622951 0.8260869565217391 0.8461538461538461 0.632 0.0 0.646 0.0 0.8030732027985161 0.7612903225806451 0.8384279475982533 0.6704545454545454 0.9230769230769231 0.8805970149253731 0.768 0.104
msmarco-MiniLM-L6-cos-v5 7 0.482 0.0 0.479 0.0 0.5704764410245072 0.5830639948287006 0.5647773279352226 0.9555084745762712 0.4014388489208633 0.41953488372093023 0.9522184300341296 0.395 0.0 0.43 0.0 0.6201145326612695 0.485981308411215 0.6597938144329897 0.8478260869565217 0.5144694533762058 0.3406113537117904 0.9195402298850575 0.477 0.0 0.455 0.0 0.5509485866746789 0.5235602094240838 0.5603864734299516 0.9803921568627451 0.3918918918918919 0.35714285714285715 0.9830508474576272 0.301 0.0 0.409 0.0 0.6729071041809087 0.43076923076923074 0.7338129496402878 0.6829268292682927 0.6257668711656442 0.3146067415730337 0.8869565217391304 0.446 0.0 0.46 0.0 0.5696600241351681 0.6694915254237288 0.49677419354838703 0.9575757575757575 0.3407079646017699 0.5146579804560261 0.9166666666666666 0.525 0.0 0.518 0.0 0.625385353734967 0.6727272727272727 0.5955056179775281 0.961038961038961 0.4344262295081967 0.5174825174825175 0.9464285714285714 0.34 0.0 0.36 0.0 0.5025252525252526 0.6666666666666667 0.36363636363636365 0.9545454545454546 0.23076923076923078 0.5121951219512195 0.8571428571428571 0.627
msmarco-MiniLM-L6-cos-v5_mask 7 0.644 0.0 0.659 0.0 0.8110405574999348 0.6859688195991092 0.8676677616142655 0.652542372881356 0.886810551558753 0.7230046948356808 0.8493339457969683 0.558 0.0 0.6 0.0 0.8261278038473823 0.6399999999999999 0.8811881188118812 0.6956521739130435 0.8585209003215434 0.5925925925925926 0.9050847457627119 0.564 0.0 0.604 0.0 0.8212696981937343 0.660377358490566 0.8767123287671232 0.6862745098039216 0.8648648648648649 0.6363636363636364 0.8888888888888888 0.559 0.0 0.603 0.0 0.8314214424081057 0.6170212765957447 0.8853503184713376 0.7073170731707317 0.852760736196319 0.5471698113207547 0.9205298013245033 0.563 0.0 0.588 0.0 0.7646527601770567 0.695945945945946 0.8148148148148148 0.6242424242424243 0.8761061946902655 0.7862595419847328 0.7615384615384615 0.655 0.0 0.68 0.0 0.8211494880132184 0.7552447552447552 0.8627450980392156 0.7012987012987013 0.9016393442622951 0.8181818181818182 0.8270676691729323 0.437 0.0 0.465 0.0 0.706271397447868 0.6405228758169935 0.761904761904762 0.5568181818181818 0.8461538461538461 0.7538461538461538 0.6929133858267716 0.627
msmarco-MiniLM-L12-cos-v5 7 0.474 0.0 0.467 0.0 0.5833412735709449 0.5759197324414717 0.5867014341590613 0.9120762711864406 0.4316546762589928 0.4208211143695015 0.9155645981688708 0.439 0.0 0.458 0.0 0.6210845437461715 0.5 0.6569037656903766 0.8913043478260869 0.5048231511254019 0.3474576271186441 0.9401197604790419 0.498 0.0 0.477 0.0 0.6186105138585455 0.5586592178770949 0.639269406392694 0.9803921568627451 0.47297297297297297 0.390625 0.9859154929577465 0.36 0.0 0.435 0.0 0.6231202439256132 0.42953020134228187 0.6718146718146719 0.7804878048780488 0.5337423312883436 0.2962962962962963 0.90625 0.399 0.0 0.424 0.0 0.5327989600873678 0.6528066528066527 0.4451827242524917 0.9515151515151515 0.29646017699115046 0.49683544303797467 0.8933333333333333 0.543 0.0 0.529 0.0 0.6018938033600546 0.6451612903225806 0.574585635359116 0.9090909090909091 0.4262295081967213 0.5 0.8813559322033898 0.201 0.005 0.246 0.001 0.4375 0.6590909090909092 0.25 0.9886363636363636 0.14423076923076922 0.4943181818181818 0.9375 0.613
msmarco-MiniLM-L12-cos-v5_mask 7 0.652 0.0 0.672 0.0 0.8223652412645982 0.7082649151614668 0.8740250531789175 0.6853813559322034 0.886810551558753 0.7327293318233296 0.8616029822926374 0.565 0.0 0.59 0.0 0.8031203017302484 0.5980392156862744 0.8637873754152824 0.6630434782608695 0.8360128617363344 0.5446428571428571 0.8934707903780069 0.594 0.0 0.618 0.0 0.8246762858227289 0.6601941747572816 0.8813559322033898 0.6666666666666666 0.8783783783783784 0.6538461538461539 0.8843537414965986 0.54 0.0 0.576 0.0 0.7841489935542703 0.5346534653465347 0.8469055374592834 0.6585365853658537 0.7975460122699386 0.45 0.9027777777777778 0.613 0.0 0.639 0.0 0.8036980033918422 0.7457627118644068 0.8459958932238193 0.6666666666666666 0.911504424778761 0.8461538461538461 0.789272030651341 0.654 0.0 0.686 0.0 0.8265765617237544 0.7638888888888888 0.8661417322834646 0.7142857142857143 0.9016393442622951 0.8208955223880597 0.8333333333333334 0.558 0.0 0.579 0.0 0.7802371410434965 0.728476821192053 0.8240343347639485 0.625 0.9230769230769231 0.873015873015873 0.7441860465116279 0.613
msmarco-distilbert-cos-v5 7 0.467 0.0 0.454 0.0 0.5285283489864661 0.5633802816901408 0.5127488648271045 0.9533898305084746 0.35203836930455634 0.3998223011994669 0.9434447300771208 0.38 0.0 0.414 0.0 0.4814349037040521 0.4427083333333333 0.4928909952606635 0.9239130434782609 0.33440514469453375 0.2910958904109589 0.9369369369369369 0.511 0.0 0.472 0.0 0.5149017050299354 0.5076142131979696 0.5174129353233831 0.9803921568627451 0.35135135135135137 0.3424657534246575 0.9811320754716981 0.2 0.004 0.336 0.0 0.4512425290972004 0.374331550802139 0.4705882352941177 0.8536585365853658 0.31901840490797545 0.23972602739726026 0.896551724137931 0.455 0.0 0.475 0.0 0.49649483024588953 0.6478873239436619 0.38596491228070173 0.9757575757575757 0.24336283185840707 0.48493975903614456 0.9322033898305084 0.535 0.0 0.514 0.0 0.5693005997923262 0.646288209606987 0.5207100591715976 0.961038961038961 0.36065573770491804 0.4868421052631579 0.9361702127659575 0.409 0.0 0.423 0.0 0.4003045119231429 0.6492537313432836 0.1896551724137931 0.9886363636363636 0.10576923076923077 0.48333333333333334 0.9166666666666666 0.648
msmarco-distilbert-cos-v5_mask 7 0.693 0.0 0.7 0.0 0.8266949591312576 0.7264248704663213 0.8720930232558138 0.7425847457627118 0.8633093525179856 0.7109533468559838 0.8810572687224669 0.57 0.0 0.595 0.0 0.8012266918624948 0.6255506607929515 0.8531951640759932 0.7717391304347826 0.7942122186495176 0.5259259259259259 0.9216417910447762 0.616 0.0 0.666 0.0 0.8473365845129905 0.7155963302752292 0.8927335640138409 0.7647058823529411 0.8716216216216216 0.6724137931034483 0.9148936170212766 0.535 0.0 0.563 0.0 0.7592429607728539 0.5423728813559323 0.8137931034482759 0.7804878048780488 0.7239263803680982 0.4155844155844156 0.9291338582677166 0.699 0.0 0.709 0.0 0.8345049004459273 0.7935483870967742 0.8644067796610169 0.7454545454545455 0.9026548672566371 0.8482758620689655 0.8292682926829268 0.756 0.0 0.771 0.0 0.8581328262936303 0.8108108108108109 0.888 0.7792207792207793 0.9098360655737705 0.8450704225352113 0.8671875 0.63 0.0 0.635 0.0 0.8103103103103102 0.7777777777777778 0.8378378378378378 0.7159090909090909 0.8942307692307693 0.8513513513513513 0.788135593220339 0.648
cross-encoder/ms-marco-TinyBERT-L-2-v2 7 0.367 0.0 0.359 0.0 0.3259354337079659 0.2427551448971021 0.509654609736198 0.13860911270983214 0.9925847457627118 0.9763513513513513 0.3428466886205635 0.337 0.0 0.358 0.0 0.3238689856795996 0.30107526881720426 0.4009216589861751 0.18006430868167203 0.9456521739130435 0.9180327868852459 0.2543859649122807 0.513 0.0 0.445 0.0 0.36631462201187315 0.335195530726257 0.45662100456621 0.20270270270270271 0.9803921568627451 0.967741935483871 0.2976190476190476 0.09 0.201 0.248 0.0 0.2844545409439833 0.2694300518134715 0.34418604651162793 0.15950920245398773 0.9024390243902439 0.8666666666666667 0.21264367816091953 0.361 0.0 0.385 0.0 0.3570908136959813 0.16935483870967744 0.6142322097378277 0.09292035398230089 0.9939393939393939 0.9545454545454546 0.4444444444444444 0.393 0.0 0.393 0.0 0.40213021779678587 0.2797202797202797 0.596078431372549 0.16393442622950818 0.987012987012987 0.9523809523809523 0.42696629213483145 0.323 0.0 0.359 0.0 0.2994452978323946 0.01904761904761905 0.6308243727598566 0.009615384615384616 1.0 1.0 0.4607329842931937 -9.069000244140625
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 7 0.639 0.0 0.602 0.0 0.802278913719255 0.851470588235294 0.6936299292214358 0.8330935251798561 0.7266949152542372 0.8706766917293233 0.6634429400386848 0.568 0.0 0.586 0.0 0.809447678683444 0.865771812080537 0.6190476190476191 0.8295819935691319 0.7065217391304348 0.9052631578947369 0.5508474576271186 0.581 0.0 0.604 0.0 0.8356908873965146 0.8873720136518771 0.6857142857142857 0.8783783783783784 0.7058823529411765 0.896551724137931 0.6666666666666666 0.55 0.0 0.564 0.0 0.7860970130626508 0.8448844884488449 0.5523809523809524 0.7852760736196319 0.7073170731707317 0.9142857142857143 0.453125 0.624 0.0 0.585 0.0 0.7872521396459903 0.8183807439824944 0.7446153846153847 0.827433628318584 0.7333333333333333 0.8095238095238095 0.75625 0.651 0.0 0.634 0.0 0.8090452261306532 0.8442622950819673 0.7532467532467532 0.8442622950819673 0.7532467532467533 0.8442622950819673 0.7532467532467533 0.581 0.0 0.534 0.0 0.7649493451939708 0.7887323943661972 0.736842105263158 0.8076923076923077 0.7159090909090909 0.7706422018348624 0.7590361445783133 -9.069000244140625
cross-encoder/ms-marco-MiniLM-L-2-v2 7 0.395 0.0 0.389 0.0 0.2833758361986017 0.18505647263249345 0.5005324813631523 0.10215827338129496 0.9957627118644068 0.9815668202764977 0.33428165007112376 0.304 0.0 0.341 0.0 0.3178089871534735 0.29268292682926833 0.402745995423341 0.17363344051446947 0.9565217391304348 0.9310344827586207 0.25507246376811593 0.52 0.0 0.456 0.0 0.3202525149833948 0.2774566473988439 0.4444444444444445 0.16216216216216217 0.9803921568627451 0.96 0.28735632183908044 0.033 0.638 0.198 0.005 0.31664741368245414 0.30612244897959184 0.3584905660377359 0.18404907975460122 0.926829268292683 0.9090909090909091 0.2222222222222222 0.422 0.0 0.433 0.0 0.3343161914424411 0.13223140495867766 0.6111111111111112 0.07079646017699115 1.0 1.0 0.44 0.444 0.0 0.445 0.0 0.37134445919676423 0.23188405797101452 0.5923076923076923 0.13114754098360656 1.0 1.0 0.4207650273224044 0.398 0.0 0.398 0.0 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 -8.67199993133545
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 7 0.634 0.0 0.636 0.0 0.7950994268688779 0.8445212240868707 0.6859421734795612 0.8206235011990408 0.7288135593220338 0.8698525673614642 0.647834274952919 0.518 0.0 0.605 0.0 0.8068201431964218 0.864321608040201 0.6124401913875598 0.8295819935691319 0.6956521739130435 0.9020979020979021 0.5470085470085471 0.526 0.0 0.61 0.0 0.8133368864524644 0.8680555555555556 0.6545454545454547 0.8445945945945946 0.7058823529411765 0.8928571428571429 0.6101694915254238 0.514 0.0 0.6 0.0 0.8015150553699953 0.8608414239482199 0.5656565656565657 0.8159509202453987 0.6829268292682927 0.910958904109589 0.4827586206896552 0.65 0.0 0.665 0.0 0.8151705294594208 0.8434782608695652 0.7763975155279503 0.8584070796460177 0.7575757575757576 0.8290598290598291 0.7961783439490446 0.645 0.0 0.674 0.0 0.8181423245258551 0.8548387096774194 0.7600000000000001 0.8688524590163934 0.7402597402597403 0.8412698412698413 0.7808219178082192 0.638 0.0 0.65 0.0 0.8120886353663886 0.830188679245283 0.7906976744186046 0.8461538461538461 0.7727272727272727 0.8148148148148148 0.8095238095238095 -8.67199993133545
cross-encoder/ms-marco-MiniLM-L-4-v2 7 0.348 0.0 0.339 0.0 0.3888599143268136 0.33044164037854895 0.5178875638841567 0.20095923261390888 0.9661016949152542 0.9290465631929047 0.3537626066718386 0.261 0.0 0.273 0.0 0.44046054309194155 0.4481927710843373 0.4143222506393862 0.2990353697749196 0.8804347826086957 0.8942307692307693 0.2709030100334448 0.463 0.0 0.406 0.0 0.3588268205172953 0.3258426966292135 0.45454545454545453 0.19594594594594594 0.9803921568627451 0.9666666666666667 0.2958579881656805 0.052 0.458 0.127 0.069 0.504408099756299 0.5400843881856541 0.36257309941520466 0.39263803680981596 0.7560975609756098 0.8648648648648649 0.23846153846153847 0.32 0.0 0.354 0.0 0.4240454032315588 0.27715355805243447 0.625242718446602 0.16371681415929204 0.9757575757575757 0.9024390243902439 0.46 0.369 0.0 0.37 0.0 0.4352677365321229 0.3333333333333333 0.596774193548387 0.20491803278688525 0.961038961038961 0.8928571428571429 0.4327485380116959 0.234 0.001 0.306 0.0 0.40980024968789014 0.20512820512820515 0.651685393258427 0.11538461538461539 0.9886363636363636 0.9230769230769231 0.4860335195530726 -5.879000186920166
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 7 0.626 0.0 0.63 0.0 0.7939979112509035 0.8562060889929743 0.6565995525727069 0.8767386091127098 0.621822033898305 0.8366132723112129 0.6954976303317536 0.509 0.0 0.603 0.0 0.826956428933536 0.8870967741935484 0.6236559139784946 0.8842443729903537 0.6304347826086957 0.889967637540453 0.6170212765957447 0.56 0.0 0.633 0.0 0.8223381017787835 0.8829431438127091 0.6464646464646465 0.8918918918918919 0.6274509803921569 0.8741721854304636 0.6666666666666666 0.46 0.0 0.568 0.0 0.8320253012581121 0.8909657320872275 0.5977011494252873 0.8773006134969326 0.6341463414634146 0.9050632911392406 0.5652173913043478 0.589 0.0 0.611 0.0 0.7863177431389021 0.8363636363636365 0.7177700348432056 0.915929203539823 0.6242424242424243 0.7695167286245354 0.8442622950819673 0.633 0.0 0.657 0.0 0.8094222396669887 0.8571428571428571 0.7338129496402878 0.9098360655737705 0.6623376623376623 0.8102189781021898 0.8225806451612904 0.527 0.0 0.56 0.0 0.7627500381737672 0.8135593220338984 0.7027027027027029 0.9230769230769231 0.5909090909090909 0.7272727272727273 0.8666666666666667 -5.879000186920166
cross-encoder/ms-marco-MiniLM-L-6-v2 7 0.334 0.0 0.322 0.0 0.4149567622951038 0.36635944700460826 0.5222929936305732 0.22877697841726619 0.9555084745762712 0.9190751445086706 0.3593625498007968 0.237 0.0 0.245 0.0 0.4134822396265563 0.41481481481481486 0.4089775561097257 0.27009646302250806 0.8913043478260869 0.8936170212765957 0.26537216828478966 0.426 0.0 0.365 0.0 0.37780324086856754 0.3516483516483517 0.4537037037037038 0.21621621621621623 0.9607843137254902 0.9411764705882353 0.296969696969697 0.035 0.623 0.106 0.133 0.44433806003312726 0.4663677130044843 0.3567567567567567 0.31901840490797545 0.8048780487804879 0.8666666666666667 0.22916666666666666 0.329 0.0 0.348 0.0 0.47923179585432 0.36491228070175435 0.635814889336016 0.23008849557522124 0.9575757575757575 0.8813559322033898 0.4759036144578313 0.349 0.0 0.348 0.0 0.45078919087672537 0.3612903225806452 0.5925925925925926 0.22950819672131148 0.935064935064935 0.8484848484848485 0.43373493975903615 0.281 0.0 0.323 0.0 0.5103674540682416 0.36923076923076925 0.6771653543307087 0.23076923076923078 0.9772727272727273 0.9230769230769231 0.5180722891566265 -5.7270002365112305
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 7 0.613 0.0 0.63 0.0 0.7910351527876106 0.8441083191022202 0.673813169984686 0.829736211031175 0.6991525423728814 0.858987090367428 0.6502463054187192 0.483 0.0 0.576 0.0 0.8095059023933712 0.8694214876033057 0.6069651741293531 0.8456591639871383 0.6630434782608695 0.8945578231292517 0.5596330275229358 0.526 0.0 0.598 0.0 0.8212696981937343 0.8767123287671232 0.660377358490566 0.8648648648648649 0.6862745098039216 0.8888888888888888 0.6363636363636364 0.434 0.0 0.553 0.0 0.7992604608683896 0.8626198083067093 0.5473684210526316 0.8282208588957055 0.6341463414634146 0.9 0.48148148148148145 0.523 0.0 0.565 0.0 0.7654598195297112 0.8051391862955032 0.7111111111111111 0.831858407079646 0.6787878787878788 0.7800829875518672 0.7466666666666667 0.598 0.0 0.637 0.0 0.8128174903248622 0.8514056224899599 0.7516778523489932 0.8688524590163934 0.7272727272727273 0.8346456692913385 0.7777777777777778 0.43 0.0 0.483 0.0 0.7167293025312259 0.7522935779816514 0.674698795180723 0.7884615384615384 0.6363636363636364 0.7192982456140351 0.717948717948718 -5.7270002365112305
cross-encoder/ms-marco-MiniLM-L-12-v2 7 0.275 0.0 0.261 0.0 0.48651891102193623 0.4731034482758621 0.5161494616846105 0.3290167865707434 0.8633474576271186 0.841717791411043 0.36811201445347785 0.219 0.0 0.179 0.0 0.48848172330084033 0.524945770065076 0.3652173913043478 0.3890675241157556 0.6847826086956522 0.8066666666666666 0.2490118577075099 0.278 0.0 0.202 0.004 0.395492614588092 0.3939393939393939 0.4 0.2635135135135135 0.7843137254901961 0.78 0.2684563758389262 0.176 0.012 0.141 0.045 0.5620072652110536 0.623574144486692 0.3172413793103448 0.5030674846625767 0.5609756097560976 0.82 0.22115384615384615 0.268 0.0 0.292 0.0 0.5241624551540425 0.44936708860759494 0.6266094420600858 0.3141592920353982 0.8848484848484849 0.7888888888888889 0.4850498338870432 0.314 0.0 0.322 0.0 0.518634080312167 0.4678362573099415 0.5991189427312775 0.32786885245901637 0.8831168831168831 0.8163265306122449 0.4533333333333333 0.18 0.012 0.239 0.001 0.5307723753186169 0.4275862068965517 0.6527196652719666 0.2980769230769231 0.8863636363636364 0.7560975609756098 0.5165562913907285 -4.795000076293945
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 7 0.566 0.0 0.571 0.0 0.7630297755300134 0.8243866893368957 0.6275115919629058 0.8139088729016787 0.6451271186440678 0.8351377952755905 0.6108324974924775 0.403 0.0 0.483 0.0 0.7778299715827662 0.8481848184818482 0.54 0.8263665594855305 0.5869565217391305 0.8711864406779661 0.5 0.411 0.0 0.472 0.0 0.7653452075562629 0.8321678321678322 0.5714285714285714 0.8040540540540541 0.6274509803921569 0.8623188405797102 0.5245901639344263 0.398 0.0 0.494 0.0 0.7896446078431373 0.8625 0.5 0.8466257668711656 0.5365853658536586 0.8789808917197452 0.46808510638297873 0.473 0.0 0.51 0.0 0.7345314440830796 0.779443254817987 0.673015873015873 0.8053097345132744 0.6424242424242425 0.7551867219917012 0.7066666666666667 0.536 0.0 0.582 0.0 0.7575230993678068 0.8064516129032259 0.68 0.819672131147541 0.6623376623376623 0.7936507936507936 0.6986301369863014 0.394 0.0 0.429 0.0 0.7111872146118722 0.7488584474885845 0.6666666666666666 0.7884615384615384 0.625 0.7130434782608696 0.7142857142857143 -4.795000076293945
cross-encoder/qnli-distilroberta-base 7 0.09 0.0 0.077 0.0 0.5328476720411588 0.5749128919860627 0.43993879112471307 0.4748201438848921 0.6091101694915254 0.7284768211920529 0.344311377245509 0.028 0.574 0.006 0.906 0.5266791292535352 0.5900990099009901 0.31229235880398676 0.4790996784565916 0.5108695652173914 0.7680412371134021 0.22488038277511962 0.026 0.715 -0.027 0.7 0.4749851940732043 0.5316455696202531 0.31055900621118016 0.42567567567567566 0.49019607843137253 0.7078651685393258 0.22727272727272727 0.036 0.607 0.039 0.579 0.5759688950206948 0.6417910447761194 0.3142857142857143 0.5276073619631901 0.5365853658536586 0.819047619047619 0.2222222222222222 0.088 0.083 0.102 0.044 0.5101496181734542 0.48501362397820164 0.5445783132530121 0.3938053097345133 0.6848484848484848 0.6312056737588653 0.452 0.064 0.368 0.021 0.767 0.47454780533969587 0.48275862068965525 0.46153846153846156 0.4016393442622951 0.5844155844155844 0.6049382716049383 0.3813559322033898 0.057 0.429 0.176 0.015 0.547560975609756 0.4878048780487804 0.6181818181818182 0.38461538461538464 0.7727272727272727 0.6666666666666666 0.5151515151515151 0.656000018119812
cross-encoder/qnli-distilroberta-base_mask 7 0.161 0.0 0.167 0.0 0.6279346348637855 0.7303639846743295 0.40170031880977686 0.7314148681055156 0.4004237288135593 0.7293161166905787 0.40298507462686567 0.109 0.029 0.126 0.011 0.6549633187693172 0.7672131147540985 0.2755102040816327 0.752411575562701 0.29347826086956524 0.782608695652174 0.25961538461538464 0.108 0.129 0.093 0.192 0.6009215834547087 0.7112676056338029 0.2807017543859649 0.6824324324324325 0.3137254901960784 0.7426470588235294 0.25396825396825395 0.098 0.165 0.154 0.028 0.7058823529411765 0.8159509202453987 0.2682926829268293 0.8159509202453987 0.2682926829268293 0.8159509202453987 0.2682926829268293 0.081 0.111 0.087 0.086 0.5423837560386473 0.66796875 0.37037037037037035 0.7566371681415929 0.30303030303030304 0.5979020979020979 0.47619047619047616 0.063 0.375 0.078 0.272 0.5656487566035305 0.6666666666666667 0.40559440559440557 0.6967213114754098 0.37662337662337664 0.6390977443609023 0.4393939393939394 0.148 0.04 0.132 0.068 0.5140910158603714 0.669260700389105 0.3307086614173228 0.8269230769230769 0.23863636363636365 0.5620915032679739 0.5384615384615384 0.656000018119812
cross-encoder/qnli-electra-base 7 0.066 0.0 0.108 0.0 0.6226074079304577 0.7380952380952381 0.36753100338218725 0.758273381294964 0.3453389830508475 0.7189631650750341 0.3927710843373494 -0.007 0.891 0.032 0.517 0.6692444895945457 0.7804878048780487 0.2931937172774869 0.7717041800643086 0.30434782608695654 0.7894736842105263 0.2828282828282828 -0.051 0.478 -0.02 0.785 0.6286834500084971 0.7422680412371134 0.29906542056074764 0.7297297297297297 0.3137254901960784 0.7552447552447552 0.2857142857142857 0.024 0.736 0.083 0.237 0.7084759829857871 0.8148148148148149 0.2857142857142857 0.8098159509202454 0.2926829268292683 0.8198757763975155 0.27906976744186046 0.205 0.0 0.19 0.0 0.5875701253692014 0.6735537190082646 0.4697986577181208 0.7212389380530974 0.42424242424242425 0.6317829457364341 0.5263157894736842 0.134 0.059 0.117 0.099 0.5621862262620008 0.6718146718146718 0.38848920863309355 0.7131147540983607 0.35064935064935066 0.635036496350365 0.43548387096774194 0.26 0.0 0.255 0.0 0.6138294898672257 0.6755555555555556 0.5408805031446541 0.7307692307692307 0.48863636363636365 0.628099173553719 0.6056338028169014 0.8769999742507935
cross-encoder/qnli-electra-base_mask 7 0.108 0.0 0.164 0.0 0.6342008443259045 0.7909459748024771 0.28800000000000003 0.8882494004796163 0.2097457627118644 0.7128560431100847 0.4593967517401392 0.01 0.841 0.16 0.001 0.7247724384191734 0.8445121951219513 0.32 0.8906752411575563 0.2608695652173913 0.8028985507246377 0.41379310344827586 0.067 0.345 0.169 0.017 0.7112168223023703 0.8317460317460316 0.3614457831325301 0.8851351351351351 0.29411764705882354 0.7844311377245509 0.46875 -0.066 0.348 0.143 0.042 0.7381992057995345 0.8563049853372434 0.26865671641791045 0.8957055214723927 0.21951219512195122 0.8202247191011236 0.34615384615384615 0.127 0.012 0.18 0.0 0.5921060594352174 0.7276119402985075 0.40650406504065034 0.8628318584070797 0.30303030303030304 0.6290322580645161 0.6172839506172839 0.174 0.014 0.231 0.001 0.6281334030929466 0.7571428571428572 0.423728813559322 0.8688524590163934 0.3246753246753247 0.6708860759493671 0.6097560975609756 0.057 0.433 0.124 0.087 0.5556640625000001 0.6953125000000001 0.390625 0.8557692307692307 0.2840909090909091 0.5855263157894737 0.625 0.8769999742507935
cross-encoder/stsb-TinyBERT-L-4 7 0.433 0.0 0.444 0.0 0.2581682503643295 0.15064244572441296 0.49565903709550113 0.0815347721822542 0.9978813559322034 0.9883720930232558 0.3297164858242912 0.375 0.0 0.408 0.0 0.2642991919882914 0.22598870056497175 0.3938053097345132 0.12861736334405144 0.967391304347826 0.9302325581395349 0.24722222222222223 0.513 0.0 0.501 0.0 0.265442964595379 0.20606060606060606 0.43776824034334766 0.11486486486486487 1.0 1.0 0.2802197802197802 0.206 0.003 0.302 0.0 0.2642170008541214 0.24338624338624334 0.34703196347031967 0.1411042944785276 0.926829268292683 0.8846153846153846 0.21348314606741572 0.38 0.0 0.404 0.0 0.3193401973209721 0.1087866108786611 0.6077348066298343 0.05752212389380531 1.0 1.0 0.4365079365079365 0.486 0.0 0.49 0.0 0.34464195360693056 0.1925925925925926 0.5855513307984791 0.10655737704918032 1.0 1.0 0.41397849462365593 0.238 0.001 0.244 0.001 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 0.23499999940395355
cross-encoder/stsb-TinyBERT-L-4_mask 7 0.673 0.0 0.696 0.0 0.8010590684527215 0.8421321091558277 0.7103416003743567 0.7918465227817746 0.8040254237288136 0.8992374727668845 0.636211232187762 0.603 0.0 0.639 0.0 0.770111363217221 0.8194945848375452 0.6031746031746033 0.729903536977492 0.8260869565217391 0.934156378600823 0.475 0.619 0.0 0.688 0.0 0.7991943470590531 0.8467153284671532 0.6612903225806452 0.7837837837837838 0.803921568627451 0.9206349206349206 0.5616438356164384 0.588 0.0 0.597 0.0 0.7434195553221289 0.7928571428571429 0.546875 0.6809815950920245 0.8536585365853658 0.9487179487179487 0.40229885057471265 0.683 0.0 0.7 0.0 0.8184873063588981 0.8425720620842572 0.7854984894259818 0.8407079646017699 0.7878787878787878 0.8444444444444444 0.7831325301204819 0.687 0.0 0.716 0.0 0.825608265842986 0.851063829787234 0.7852760736196319 0.819672131147541 0.8311688311688312 0.8849557522123894 0.7441860465116279 0.692 0.0 0.694 0.0 0.8115079365079364 0.8333333333333334 0.7857142857142856 0.8653846153846154 0.75 0.8035714285714286 0.825 0.23499999940395355
cross-encoder/stsb-distilroberta-base 7 0.468 0.0 0.474 0.0 0.4435046393953048 0.40090943539219404 0.5375840889148874 0.25371702637889687 0.9735169491525424 0.9548736462093863 0.3713131313131313 0.481 0.0 0.481 0.0 0.41369716043201493 0.4090909090909091 0.4292682926829269 0.2604501607717042 0.9565217391304348 0.9529411764705882 0.27672955974842767 0.512 0.0 0.493 0.0 0.4575324031159031 0.44791666666666663 0.48543689320388345 0.2905405405405405 0.9803921568627451 0.9772727272727273 0.3225806451612903 0.442 0.0 0.462 0.0 0.3725490196078432 0.3725490196078432 0.3725490196078432 0.2331288343558282 0.926829268292683 0.926829268292683 0.2331288343558282 0.44 0.0 0.461 0.0 0.4567474048442906 0.32352941176470584 0.6392156862745098 0.19469026548672566 0.9878787878787879 0.9565217391304348 0.47246376811594204 0.523 0.0 0.529 0.0 0.5443917642197176 0.48148148148148145 0.6440677966101696 0.319672131147541 0.987012987012987 0.975 0.4779874213836478 0.307 0.0 0.342 0.0 0.34030081840300824 0.09090909090909091 0.635036496350365 0.04807692307692308 0.9886363636363636 0.8333333333333334 0.46774193548387094 0.375
cross-encoder/stsb-distilroberta-base_mask 7 0.633 0.0 0.663 0.0 0.8098877551969026 0.8648520710059171 0.6884888161483906 0.8762589928057554 0.6684322033898306 0.8537383177570094 0.7097862767154106 0.573 0.0 0.597 0.0 0.7902153608635861 0.8561983471074381 0.5671641791044776 0.8327974276527331 0.6195652173913043 0.8809523809523809 0.5229357798165137 0.568 0.0 0.6 0.0 0.7688442211055276 0.8445945945945946 0.5490196078431373 0.8445945945945946 0.5490196078431373 0.8445945945945946 0.5490196078431373 0.582 0.0 0.599 0.0 0.810746913259763 0.8673139158576052 0.5858585858585859 0.8220858895705522 0.7073170731707317 0.9178082191780822 0.5 0.608 0.0 0.63 0.0 0.771862498673942 0.8220858895705521 0.7030716723549488 0.8893805309734514 0.6242424242424243 0.7642585551330798 0.8046875 0.689 0.0 0.71 0.0 0.8265765617237544 0.8661417322834646 0.7638888888888888 0.9016393442622951 0.7142857142857143 0.8333333333333334 0.8208955223880597 0.465 0.0 0.517 0.0 0.7148055595221096 0.774468085106383 0.6442953020134228 0.875 0.5454545454545454 0.6946564885496184 0.7868852459016393 0.375
cross-encoder/stsb-roberta-base 7 0.451 0.0 0.45 0.0 0.3212538232876042 0.23761544920235098 0.5059847660500544 0.13573141486810553 0.9851694915254238 0.9528619528619529 0.3404099560761347 0.442 0.0 0.434 0.0 0.2947859155136913 0.2644628099173554 0.3972911963882619 0.15434083601286175 0.9565217391304348 0.9230769230769231 0.25071225071225073 0.518 0.0 0.461 0.0 0.363115270542314 0.33333333333333337 0.4495412844036697 0.20270270270270271 0.9607843137254902 0.9375 0.2934131736526946 0.336 0.0 0.395 0.0 0.22685738776384876 0.19672131147540986 0.3466666666666667 0.11042944785276074 0.9512195121951219 0.9 0.21195652173913043 0.454 0.0 0.451 0.0 0.33781738828061886 0.13934426229508198 0.6096654275092936 0.0752212389380531 0.9939393939393939 0.9444444444444444 0.43967828418230565 0.531 0.0 0.517 0.0 0.3768488066022248 0.24285714285714283 0.5891472868217054 0.13934426229508196 0.987012987012987 0.9444444444444444 0.4198895027624309 0.321 0.0 0.345 0.0 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 0.36500000953674316
cross-encoder/stsb-roberta-base_mask 7 0.677 0.0 0.696 0.0 0.8211658862223694 0.8692511437515049 0.7149606299212599 0.8657074340527577 0.7213983050847458 0.8728239845261122 0.708636836628512 0.611 0.0 0.635 0.0 0.8126021559525599 0.8739770867430442 0.6051282051282051 0.8585209003215434 0.6413043478260869 0.89 0.5728155339805825 0.625 0.0 0.655 0.0 0.8123741311923603 0.8689655172413793 0.6481481481481481 0.8513513513513513 0.6862745098039216 0.8873239436619719 0.6140350877192983 0.592 0.0 0.613 0.0 0.8128281928304676 0.8785046728971962 0.5517241379310345 0.8650306748466258 0.5853658536585366 0.8924050632911392 0.5217391304347826 0.697 0.0 0.713 0.0 0.8092786434759172 0.8494845360824741 0.7542087542087543 0.911504424778761 0.6787878787878788 0.7953667953667953 0.8484848484848485 0.742 0.0 0.765 0.0 0.8479994567431753 0.88 0.7972972972972973 0.9016393442622951 0.7662337662337663 0.859375 0.8309859154929577 0.634 0.0 0.655 0.0 0.7686158313103908 0.8170212765957446 0.7114093959731543 0.9230769230769231 0.6022727272727273 0.732824427480916 0.8688524590163934 0.36500000953674316
cross-encoder/stsb-roberta-large 7 0.563 0.0 0.548 0.0 0.3860673616114783 0.32291666666666663 0.5255474452554745 0.19328537170263788 0.9915254237288136 0.9805352798053528 0.3575248281130634 0.533 0.0 0.534 0.0 0.2989477276183482 0.26666666666666666 0.4080717488789238 0.15434083601286175 0.9891304347826086 0.9795918367346939 0.2570621468926554 0.627 0.0 0.585 0.0 0.3843447615242369 0.35555555555555557 0.46788990825688076 0.21621621621621623 1.0 1.0 0.30538922155688625 0.412 0.0 0.466 0.0 0.21256736612773763 0.17777777777777778 0.3508771929824561 0.09815950920245399 0.975609756097561 0.9411764705882353 0.21390374331550802 0.573 0.0 0.561 0.0 0.3773971693096702 0.199203187250996 0.6214689265536724 0.11061946902654868 1.0 1.0 0.45081967213114754 0.638 0.0 0.62 0.0 0.445927771496995 0.3401360544217687 0.6135458167330677 0.20491803278688525 1.0 1.0 0.4425287356321839 0.495 0.0 0.511 0.0 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 0.296999990940094
cross-encoder/stsb-roberta-large_mask 7 0.706 0.0 0.731 0.0 0.832504460871835 0.8751828376401756 0.7382413087934561 0.8609112709832134 0.7648305084745762 0.8899355478433317 0.7134387351778656 0.629 0.0 0.694 0.0 0.8350089962454655 0.8848080133555926 0.6666666666666665 0.8520900321543409 0.75 0.9201388888888888 0.6 0.635 0.0 0.718 0.0 0.8480939398944057 0.8919860627177701 0.7207207207207207 0.8648648648648649 0.7843137254901961 0.920863309352518 0.6666666666666666 0.624 0.0 0.669 0.0 0.8231287707390649 0.8782051282051281 0.6041666666666666 0.8404907975460123 0.7073170731707317 0.9194630872483222 0.5272727272727272 0.673 0.0 0.687 0.0 0.8059241973740636 0.8414376321353065 0.7572815533980584 0.8805309734513275 0.7090909090909091 0.805668016194332 0.8125 0.736 0.0 0.758 0.0 0.8537087130157045 0.8825910931174089 0.8079470198675496 0.8934426229508197 0.7922077922077922 0.872 0.8243243243243243 0.577 0.0 0.602 0.0 0.7563104439714724 0.7964601769911505 0.7088607594936709 0.8653846153846154 0.6363636363636364 0.7377049180327869 0.8 0.296999990940094
cross-encoder/quora-distilroberta-base 7 0.283 0.0 0.146 0.0 0.1481003708010251 0.0 0.4752076516486282 0.0 1.0 0.0 0.31165401122482667 0.2 0.0 0.243 0.0 0.08485851066496228 0.0 0.3717171717171717 0.0 1.0 0.0 0.228287841191067 0.418 0.0 0.272 0.0 0.10456281407035176 0.0 0.40800000000000003 0.0 1.0 0.0 0.2562814070351759 -0.033 0.635 0.209 0.003 0.06726690676270508 0.0 0.3346938775510204 0.0 1.0 0.0 0.20098039215686275 0.217 0.0 0.016 0.753 0.25046458996485677 0.0 0.5935251798561151 0.0 1.0 0.0 0.4219948849104859 0.343 0.0 0.089 0.212 0.21589833224091473 0.0 0.5579710144927537 0.0 1.0 0.0 0.3869346733668342 0.046 0.526 -0.074 0.31 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 0.0
cross-encoder/quora-distilroberta-base_mask 7 0.383 0.0 0.224 0.0 0.1481003708010251 0.0 0.4752076516486282 0.0 1.0 0.0 0.31165401122482667 0.347 0.0 0.253 0.0 0.08485851066496228 0.0 0.3717171717171717 0.0 1.0 0.0 0.228287841191067 0.369 0.0 0.219 0.002 0.10456281407035176 0.0 0.40800000000000003 0.0 1.0 0.0 0.2562814070351759 0.317 0.0 0.292 0.0 0.06726690676270508 0.0 0.3346938775510204 0.0 1.0 0.0 0.20098039215686275 0.272 0.0 0.115 0.023 0.25046458996485677 0.0 0.5935251798561151 0.0 1.0 0.0 0.4219948849104859 0.383 0.0 0.125 0.078 0.21589833224091473 0.0 0.5579710144927537 0.0 1.0 0.0 0.3869346733668342 0.153 0.034 0.104 0.153 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 0.0
cross-encoder/quora-roberta-base 7 0.335 0.0 0.281 0.0 0.28788834303138156 0.191792656587473 0.5001335826876837 0.10647482014388489 0.9915254237288136 0.9652173913043478 0.33440514469453375 0.297 0.0 0.289 0.0 0.22803097127928335 0.18023255813953487 0.38961038961038963 0.09967845659163987 0.9782608695652174 0.9393939393939394 0.24324324324324326 0.417 0.0 0.265 0.0 0.2989810165527516 0.2485207100591716 0.44541484716157204 0.14189189189189189 1.0 1.0 0.28651685393258425 0.138 0.049 0.31 0.0 0.15859751625972277 0.11428571428571428 0.33476394849785407 0.06134969325153374 0.9512195121951219 0.8333333333333334 0.203125 0.261 0.0 0.164 0.001 0.3426861538883224 0.14693877551020407 0.6108007448789572 0.07964601769911504 0.9939393939393939 0.9473684210526315 0.44086021505376344 0.378 0.0 0.237 0.001 0.3768488066022248 0.24285714285714283 0.5891472868217054 0.13934426229508196 0.987012987012987 0.9444444444444444 0.4198895027624309 0.11 0.127 0.079 0.274 0.2994452978323946 0.01904761904761905 0.6308243727598566 0.009615384615384616 1.0 1.0 0.4607329842931937 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 7 0.517 0.0 0.289 0.0 0.7745612788241406 0.842055855432997 0.6254869226488592 0.860431654676259 0.5953389830508474 0.8244485294117647 0.6588511137162955 0.465 0.0 0.286 0.0 0.8090039126730245 0.8843749999999999 0.5542168674698795 0.909967845659164 0.5 0.8601823708206687 0.6216216216216216 0.554 0.0 0.303 0.0 0.7745837960577944 0.847457627118644 0.5631067961165048 0.8445945945945946 0.5686274509803921 0.8503401360544217 0.5576923076923077 0.374 0.0 0.277 0.0 0.840321249272656 0.9159420289855073 0.5396825396825397 0.9693251533742331 0.4146341463414634 0.8681318681318682 0.7727272727272727 0.493 0.0 0.165 0.001 0.7188407248190672 0.7879999999999999 0.624113475177305 0.8716814159292036 0.5333333333333333 0.718978102189781 0.7521367521367521 0.625 0.0 0.222 0.002 0.7999422561936265 0.8482490272373541 0.7234042553191489 0.8934426229508197 0.6623376623376623 0.8074074074074075 0.796875 0.322 0.0 0.195 0.007 0.6328619793946823 0.7242798353909464 0.524822695035461 0.8461538461538461 0.42045454545454547 0.6330935251798561 0.6981132075471698 0.0020000000949949026
cross-encoder/quora-roberta-large 7 0.323 0.0 0.232 0.0 0.1481003708010251 0.0 0.4752076516486282 0.0 1.0 0.0 0.31165401122482667 0.204 0.0 0.195 0.0 0.08485851066496228 0.0 0.3717171717171717 0.0 1.0 0.0 0.228287841191067 0.462 0.0 0.328 0.0 0.10456281407035176 0.0 0.40800000000000003 0.0 1.0 0.0 0.2562814070351759 -0.098 0.165 0.03 0.674 0.06726690676270508 0.0 0.3346938775510204 0.0 1.0 0.0 0.20098039215686275 0.258 0.0 0.175 0.001 0.25046458996485677 0.0 0.5935251798561151 0.0 1.0 0.0 0.4219948849104859 0.475 0.0 0.304 0.0 0.21589833224091473 0.0 0.5579710144927537 0.0 1.0 0.0 0.3869346733668342 -0.038 0.599 0.014 0.847 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 0.004999999888241291
cross-encoder/quora-roberta-large_mask 7 0.507 0.0 0.289 0.0 0.1481003708010251 0.0 0.4752076516486282 0.0 1.0 0.0 0.31165401122482667 0.466 0.0 0.289 0.0 0.08485851066496228 0.0 0.3717171717171717 0.0 1.0 0.0 0.228287841191067 0.533 0.0 0.283 0.0 0.10456281407035176 0.0 0.40800000000000003 0.0 1.0 0.0 0.2562814070351759 0.394 0.0 0.304 0.0 0.06726690676270508 0.0 0.3346938775510204 0.0 1.0 0.0 0.20098039215686275 0.445 0.0 0.137 0.007 0.25046458996485677 0.0 0.5935251798561151 0.0 1.0 0.0 0.4219948849104859 0.597 0.0 0.201 0.004 0.21589833224091473 0.0 0.5579710144927537 0.0 1.0 0.0 0.3869346733668342 0.214 0.003 0.113 0.117 0.2880952380952381 0.0 0.6285714285714286 0.0 1.0 0.0 0.4583333333333333 0.004999999888241291
all-mpnet-base-v2 8 0.569 0.0 0.563 0.0 0.7051503904538359 0.6508474576271186 0.7316931982633863 0.8614157527417746 0.6159844054580896 0.5230024213075061 0.9009265858873842 0.473 0.0 0.478 0.0 0.5856401588824212 0.5149700598802395 0.6086956521739131 0.9347826086956522 0.44680851063829785 0.35537190082644626 0.9545454545454546 0.663 0.0 0.637 0.0 0.7599942007573535 0.6962025316455697 0.7894736842105263 0.9016393442622951 0.6818181818181818 0.5670103092783505 0.9375 0.259 0.0 0.384 0.0 0.3811324346656729 0.3522727272727273 0.3870967741935484 1.0 0.24 0.21379310344827587 1.0 0.556 0.0 0.57 0.0 0.6593865835790571 0.5534591194968553 0.6978723404255318 0.8380952380952381 0.5674740484429066 0.4131455399061033 0.9060773480662984 0.619 0.0 0.637 0.0 0.6722577516751215 0.6701570680628273 0.6735751295336788 0.8648648648648649 0.5508474576271186 0.5470085470085471 0.8666666666666667 0.469 0.0 0.46 0.0 0.6631068433885089 0.3779527559055118 0.7148014440433212 0.7741935483870968 0.5789473684210527 0.25 0.9339622641509434 0.541
all-mpnet-base-v2_mask 8 0.697 0.0 0.702 0.0 0.8249212973340682 0.710762331838565 0.8807212205270456 0.6321036889332003 0.9283625730994152 0.8117797695262484 0.837730870712401 0.625 0.0 0.665 0.0 0.8349092389393632 0.6470588235294118 0.8961937716262975 0.5978260869565217 0.9184397163120568 0.7051282051282052 0.875 0.75 0.0 0.751 0.0 0.8432479772647632 0.7289719626168225 0.8960573476702508 0.639344262295082 0.946969696969697 0.8478260869565217 0.8503401360544217 0.39 0.0 0.535 0.0 0.8298021672991647 0.5079365079365079 0.8963210702341138 0.5161290322580645 0.8933333333333333 0.5 0.8993288590604027 0.679 0.0 0.711 0.0 0.8386189959376681 0.6737967914438503 0.8985024958402662 0.6 0.9342560553633218 0.7682926829268293 0.8653846153846154 0.672 0.0 0.7 0.0 0.7883800821103589 0.6929133858267718 0.8482490272373541 0.5945945945945946 0.923728813559322 0.8301886792452831 0.7841726618705036 0.675 0.0 0.708 0.0 0.889590528820324 0.6333333333333333 0.9360465116279071 0.6129032258064516 0.9415204678362573 0.6551724137931034 0.930635838150289 0.541
multi-qa-mpnet-base-dot-v1 8 0.556 0.0 0.551 0.0 0.7155764070632629 0.6491777603758809 0.748031496062992 0.8265204386839482 0.6481481481481481 0.5344938749194068 0.8843085106382979 0.423 0.0 0.423 0.0 0.5816062647969404 0.4891640866873065 0.611764705882353 0.8586956521739131 0.46099290780141844 0.341991341991342 0.9090909090909091 0.618 0.0 0.601 0.0 0.7397336143555516 0.6533333333333333 0.7796610169491526 0.8032786885245902 0.696969696969697 0.550561797752809 0.8846153846153846 0.262 0.0 0.364 0.0 0.3926458862108592 0.3468208092485549 0.40211640211640215 0.967741935483871 0.25333333333333335 0.2112676056338028 0.9743589743589743 0.538 0.0 0.556 0.0 0.7154351750948068 0.6020066889632106 0.7566462167689162 0.8571428571428571 0.6401384083044983 0.4639175257731959 0.925 0.59 0.0 0.591 0.0 0.7159948209770818 0.6994535519125683 0.7263681592039801 0.8648648648648649 0.6186440677966102 0.5871559633027523 0.8795180722891566 0.459 0.0 0.484 0.0 0.7272106520996926 0.44827586206896564 0.7777777777777777 0.8387096774193549 0.6549707602339181 0.3058823529411765 0.9572649572649573 0.414
multi-qa-mpnet-base-dot-v1_mask 8 0.672 0.0 0.676 0.0 0.7905803332474635 0.6309226932668329 0.8686196182867288 0.5044865403788634 0.9537037037037037 0.8419301164725458 0.7974735126324368 0.618 0.0 0.635 0.0 0.8102086687118428 0.5853658536585366 0.8835616438356164 0.5217391304347826 0.9148936170212766 0.6666666666666666 0.8543046357615894 0.747 0.0 0.735 0.0 0.8112315663611 0.66 0.881118881118881 0.5409836065573771 0.9545454545454546 0.8461538461538461 0.8181818181818182 0.405 0.0 0.515 0.0 0.8144594256368423 0.46874999999999994 0.8859060402684563 0.4838709677419355 0.88 0.45454545454545453 0.8918918918918919 0.619 0.0 0.667 0.0 0.8502183681859009 0.6923076923076923 0.9075907590759076 0.6 0.9515570934256056 0.8181818181818182 0.8675078864353313 0.645 0.0 0.665 0.0 0.7969368127589322 0.6991869918699187 0.8582375478927203 0.581081081081081 0.9491525423728814 0.8775510204081632 0.7832167832167832 0.586 0.0 0.676 0.0 0.9039582071692799 0.6779661016949152 0.9449275362318841 0.6451612903225806 0.9532163742690059 0.7142857142857143 0.9367816091954023 0.414
all-distilroberta-v1 8 0.6 0.0 0.595 0.0 0.7062010004150623 0.6627608934456243 0.7274341521160107 0.9022931206380858 0.5989278752436648 0.5237268518518519 0.9261492087415222 0.492 0.0 0.504 0.0 0.585448596044497 0.5015290519877675 0.6128266033254157 0.8913043478260869 0.4574468085106383 0.34893617021276596 0.9280575539568345 0.627 0.0 0.622 0.0 0.7297680730323217 0.6666666666666666 0.7589285714285714 0.8852459016393442 0.6439393939393939 0.5346534653465347 0.9239130434782609 0.292 0.0 0.393 0.0 0.42832203460411095 0.33939393939393936 0.44670050761421315 0.9032258064516129 0.29333333333333333 0.208955223880597 0.9361702127659575 0.539 0.0 0.567 0.0 0.6703658420659028 0.581039755351682 0.7028199566160521 0.9047619047619048 0.5605536332179931 0.42792792792792794 0.9418604651162791 0.57 0.0 0.611 0.0 0.7034712991346336 0.7015706806282722 0.7046632124352331 0.9054054054054054 0.576271186440678 0.5726495726495726 0.9066666666666666 0.493 0.0 0.518 0.0 0.6570293552621285 0.4117647058823529 0.7014925373134329 0.9032258064516129 0.5497076023391813 0.26666666666666666 0.9690721649484536 0.541
all-distilroberta-v1_mask 8 0.722 0.0 0.726 0.0 0.8294676921952936 0.7176602924634421 0.8841181902123731 0.6360917248255235 0.9332358674463938 0.8232258064516129 0.8399122807017544 0.621 0.0 0.667 0.0 0.8445008909800906 0.6540880503144654 0.9066213921901528 0.5652173913043478 0.9468085106382979 0.7761194029850746 0.8697068403908795 0.749 0.0 0.745 0.0 0.8589668030669106 0.7547169811320755 0.9071428571428571 0.6557377049180327 0.9621212121212122 0.8888888888888888 0.8581081081081081 0.374 0.0 0.5 0.0 0.8285086516361545 0.45283018867924524 0.9061488673139159 0.3870967741935484 0.9333333333333333 0.5454545454545454 0.8805031446540881 0.675 0.0 0.707 0.0 0.8562107468637684 0.7065217391304348 0.9105960264900661 0.6190476190476191 0.9515570934256056 0.8227848101265823 0.873015873015873 0.687 0.0 0.714 0.0 0.8120046716752657 0.7328244274809161 0.8616600790513833 0.6486486486486487 0.923728813559322 0.8421052631578947 0.8074074074074075 0.638 0.0 0.661 0.0 0.899160307903069 0.6415094339622641 0.945868945868946 0.5483870967741935 0.9707602339181286 0.7727272727272727 0.9222222222222223 0.541
all-MiniLM-L12-v2 8 0.569 0.0 0.562 0.0 0.6428238294021462 0.6306245802552048 0.648786717752235 0.9361914257228315 0.4951267056530214 0.47544303797468357 0.9407407407407408 0.473 0.0 0.475 0.0 0.5009402698911493 0.47222222222222227 0.5103092783505155 0.9239130434782609 0.35106382978723405 0.31716417910447764 0.9339622641509434 0.624 0.0 0.612 0.0 0.6766301056456498 0.6363636363636365 0.6952380952380952 0.9180327868852459 0.553030303030303 0.48695652173913045 0.9358974358974359 0.306 0.0 0.391 0.0 0.29608819806373426 0.31521739130434784 0.29213483146067415 0.9354838709677419 0.17333333333333334 0.1895424836601307 0.9285714285714286 0.512 0.0 0.535 0.0 0.5820937478361857 0.5420054200542006 0.5966587112171837 0.9523809523809523 0.43252595155709345 0.3787878787878788 0.9615384615384616 0.549 0.0 0.574 0.0 0.5972497795414462 0.6574074074074074 0.5595238095238095 0.9594594594594594 0.3983050847457627 0.5 0.94 0.446 0.0 0.467 0.0 0.5843094972726707 0.3790849673202614 0.6215139442231075 0.9354838709677419 0.45614035087719296 0.23770491803278687 0.975 0.559
all-MiniLM-L12-v2_mask 8 0.729 0.0 0.732 0.0 0.8430437962893725 0.7464788732394366 0.8902439024390244 0.6869391824526421 0.9249512670565302 0.8173190984578885 0.8580470162748643 0.62 0.0 0.66 0.0 0.8531491509971121 0.6826347305389221 0.9087779690189329 0.6195652173913043 0.9361702127659575 0.76 0.882943143812709 0.77 0.0 0.759 0.0 0.8765189199912341 0.7889908256880733 0.9169675090252707 0.7049180327868853 0.9621212121212122 0.8958333333333334 0.8758620689655172 0.324 0.0 0.462 0.0 0.8296292025548726 0.48275862068965514 0.9013157894736842 0.45161290322580644 0.9133333333333333 0.5185185185185185 0.8896103896103896 0.672 0.0 0.701 0.0 0.8620097940768026 0.7282051282051282 0.9106239460370995 0.6761904761904762 0.9342560553633218 0.7888888888888889 0.8881578947368421 0.721 0.0 0.726 0.0 0.8326664386684907 0.7596899224806202 0.8784313725490196 0.6621621621621622 0.9491525423728814 0.8909090909090909 0.8175182481751825 0.592 0.0 0.649 0.0 0.8937449958013552 0.6666666666666666 0.9349112426035503 0.7096774193548387 0.9239766081871345 0.6285714285714286 0.9461077844311377 0.559
multi-qa-distilbert-cos-v1 8 0.569 0.0 0.56 0.0 0.5968055334232898 0.6119070359758039 0.5894240485011789 0.9581256231306082 0.4264132553606238 0.44948550046772684 0.9541984732824428 0.493 0.0 0.504 0.0 0.4603420613983589 0.46684350132625996 0.4582210242587601 0.9565217391304348 0.30141843971631205 0.3087719298245614 0.9550561797752809 0.664 0.0 0.632 0.0 0.6141960812800612 0.6031746031746033 0.6192893401015228 0.9344262295081968 0.4621212121212121 0.4453125 0.9384615384615385 0.263 0.0 0.399 0.0 0.28509787071904275 0.3297872340425532 0.2758620689655173 1.0 0.16 0.19745222929936307 1.0 0.583 0.0 0.602 0.0 0.5739419527731752 0.5464190981432361 0.583941605839416 0.9809523809523809 0.41522491349480967 0.3786764705882353 0.9836065573770492 0.588 0.0 0.599 0.0 0.5704734451432564 0.6577777777777778 0.5157232704402516 1.0 0.3474576271186441 0.4900662251655629 1.0 0.535 0.0 0.568 0.0 0.5893229360530038 0.3815789473684211 0.626984126984127 0.9354838709677419 0.4619883040935672 0.2396694214876033 0.9753086419753086 0.573
multi-qa-distilbert-cos-v1_mask 8 0.723 0.0 0.725 0.0 0.8315812338562328 0.727765726681128 0.8823253633380215 0.6689930209371885 0.9171539961013645 0.797859690844233 0.8500451671183379 0.641 0.0 0.694 0.0 0.850314576092217 0.6857142857142857 0.9040139616055847 0.6521739130434783 0.9184397163120568 0.7228915662650602 0.8900343642611683 0.79 0.0 0.774 0.0 0.8462339622869679 0.743362831858407 0.8937728937728938 0.6885245901639344 0.9242424242424242 0.8076923076923077 0.8652482269503546 0.336 0.0 0.538 0.0 0.856353591160221 0.5806451612903226 0.9133333333333333 0.5806451612903226 0.9133333333333333 0.5806451612903226 0.9133333333333333 0.667 0.0 0.709 0.0 0.8672169716588101 0.7384615384615385 0.9139966273187184 0.6857142857142857 0.9377162629757786 0.8 0.8914473684210527 0.706 0.0 0.716 0.0 0.8300126502213789 0.7647058823529411 0.870967741935484 0.7027027027027027 0.9152542372881356 0.8387096774193549 0.8307692307692308 0.596 0.0 0.67 0.0 0.9039582071692799 0.6779661016949152 0.9449275362318841 0.6451612903225806 0.9532163742690059 0.7142857142857143 0.9367816091954023 0.573
all-MiniLM-L6-v2 8 0.578 0.0 0.574 0.0 0.6732957035869226 0.6472019464720195 0.6860501082585834 0.9282153539381854 0.5404483430799221 0.4967982924226254 0.939034716342083 0.508 0.0 0.508 0.0 0.5335722910776857 0.49291784702549574 0.5468354430379747 0.9456521739130435 0.3829787234042553 0.3333333333333333 0.9557522123893806 0.666 0.0 0.635 0.0 0.6867354148442232 0.6477272727272727 0.7047619047619047 0.9344262295081968 0.5606060606060606 0.4956521739130435 0.9487179487179487 0.269 0.0 0.388 0.0 0.3626718768585984 0.3389830508474576 0.36756756756756753 0.967741935483871 0.22666666666666666 0.2054794520547945 0.9714285714285714 0.568 0.0 0.591 0.0 0.6438979744285681 0.5689149560117303 0.6711409395973154 0.9238095238095239 0.5190311418685121 0.4110169491525424 0.9493670886075949 0.591 0.0 0.599 0.0 0.6664721851781291 0.6896551724137931 0.6519337016574586 0.9459459459459459 0.5 0.5426356589147286 0.9365079365079365 0.499 0.0 0.548 0.0 0.6392595781317263 0.3913043478260869 0.6842105263157896 0.8709677419354839 0.5321637426900585 0.2523364485981308 0.9578947368421052 0.541
all-MiniLM-L6-v2_mask 8 0.724 0.0 0.73 0.0 0.8302007457516788 0.7122008172796264 0.8878780987036615 0.6081754735792622 0.9512670565302144 0.8591549295774648 0.832409381663113 0.602 0.0 0.664 0.0 0.8574238476753986 0.6711409395973155 0.9181969949916527 0.5434782608695652 0.975177304964539 0.8771929824561403 0.8675078864353313 0.751 0.0 0.741 0.0 0.8540584615913311 0.7476635514018691 0.9032258064516128 0.6557377049180327 0.9545454545454546 0.8695652173913043 0.8571428571428571 0.28 0.0 0.486 0.0 0.8533116285188108 0.4761904761904761 0.93125 0.3225806451612903 0.9933333333333333 0.9090909090909091 0.8764705882352941 0.698 0.0 0.729 0.0 0.8579193052014575 0.7071823204419889 0.912685337726524 0.6095238095238096 0.9584775086505191 0.8421052631578947 0.8710691823899371 0.711 0.0 0.721 0.0 0.7920647229114971 0.6935483870967741 0.8538461538461538 0.581081081081081 0.940677966101695 0.86 0.7816901408450704 0.651 0.0 0.715 0.0 0.9230206654822922 0.7368421052631579 0.9567723342939481 0.6774193548387096 0.9707602339181286 0.8076923076923077 0.9431818181818182 0.541
multi-qa-MiniLM-L6-cos-v1 8 0.562 0.0 0.557 0.0 0.6206490438250241 0.6218158066623123 0.6200787401574803 0.9491525423728814 0.4605263157894737 0.462360369111219 0.9487951807228916 0.503 0.0 0.502 0.0 0.47108152286306826 0.47745358090185674 0.4690026954177897 0.9782608695652174 0.30851063829787234 0.3157894736842105 0.9775280898876404 0.666 0.0 0.641 0.0 0.651911527104574 0.6344086021505376 0.6599999999999999 0.9672131147540983 0.5 0.472 0.9705882352941176 0.3 0.0 0.398 0.0 0.2591432734159601 0.32460732984293195 0.24561403508771928 1.0 0.14 0.19375 1.0 0.579 0.0 0.599 0.0 0.5870530133150474 0.5359116022099448 0.6056338028169014 0.9238095238095239 0.4463667820069204 0.377431906614786 0.9416058394160584 0.578 0.0 0.576 0.0 0.5754794973544973 0.638888888888889 0.5357142857142857 0.9324324324324325 0.3813559322033898 0.4859154929577465 0.9 0.536 0.0 0.59 0.0 0.610095287961418 0.3835616438356165 0.6511627906976745 0.9032258064516129 0.49122807017543857 0.24347826086956523 0.9655172413793104 0.559
multi-qa-MiniLM-L6-cos-v1_mask 8 0.715 0.0 0.721 0.0 0.8300441256010986 0.7224669603524229 0.8826269212855147 0.654037886340977 0.9234892787524367 0.8068880688806888 0.8452274754683319 0.625 0.0 0.682 0.0 0.8333551417201968 0.6385542168674698 0.8969072164948454 0.5760869565217391 0.925531914893617 0.7162162162162162 0.87 0.773 0.0 0.766 0.0 0.8365642007400024 0.7304347826086957 0.8856088560885608 0.6885245901639344 0.9090909090909091 0.7777777777777778 0.8633093525179856 0.326 0.0 0.494 0.0 0.8253337610825539 0.43137254901960786 0.9067524115755627 0.3548387096774194 0.94 0.55 0.8757763975155279 0.683 0.0 0.711 0.0 0.8550978459116388 0.708994708994709 0.9081803005008348 0.638095238095238 0.9411764705882353 0.7976190476190477 0.8774193548387097 0.707 0.0 0.704 0.0 0.7846254795073692 0.6923076923076923 0.84251968503937 0.6081081081081081 0.9067796610169492 0.8035714285714286 0.7867647058823529 0.622 0.0 0.694 0.0 0.9241775319757474 0.7457627118644068 0.9565217391304347 0.7096774193548387 0.9649122807017544 0.7857142857142857 0.9482758620689655 0.559
paraphrase-multilingual-mpnet-base-v2 8 0.608 0.0 0.588 0.0 0.6842105977433616 0.6530324400564175 0.6994502138057421 0.9232303090727817 0.5579922027290448 0.5051827605019095 0.936988543371522 0.541 0.0 0.521 0.0 0.5525479710600817 0.488235294117647 0.5735294117647058 0.9021739130434783 0.4148936170212766 0.3346774193548387 0.9285714285714286 0.677 0.0 0.629 0.0 0.6940489097750272 0.6347305389221557 0.7214611872146118 0.8688524590163934 0.5984848484848485 0.5 0.9080459770114943 0.335 0.0 0.484 0.0 0.3926458862108592 0.3468208092485549 0.40211640211640215 0.967741935483871 0.25333333333333335 0.2112676056338028 0.9743589743589743 0.615 0.0 0.628 0.0 0.6873311879073145 0.6012269938650306 0.7186147186147187 0.9333333333333333 0.5743944636678201 0.4434389140271493 0.9595375722543352 0.645 0.0 0.649 0.0 0.6963426327977998 0.7040816326530611 0.6914893617021275 0.9324324324324325 0.5508474576271186 0.5655737704918032 0.9285714285714286 0.541 0.0 0.567 0.0 0.6925567458486445 0.4461538461538462 0.7372262773722629 0.9354838709677419 0.5906432748538012 0.29292929292929293 0.9805825242718447 0.433
paraphrase-multilingual-mpnet-base-v2_mask 8 0.739 0.0 0.737 0.0 0.8333428787224737 0.7234762979683972 0.8870447210696173 0.6390827517447657 0.9376218323586745 0.8335500650195059 0.8416447944007 0.66 0.0 0.691 0.0 0.8517036674380593 0.6748466257668712 0.9094017094017093 0.5978260869565217 0.9432624113475178 0.7746478873239436 0.8778877887788779 0.777 0.0 0.762 0.0 0.8501628130823896 0.7454545454545455 0.8985507246376813 0.6721311475409836 0.9393939393939394 0.8367346938775511 0.8611111111111112 0.416 0.0 0.562 0.0 0.8521626307208229 0.5283018867924528 0.9190938511326862 0.45161290322580644 0.9466666666666667 0.6363636363636364 0.8930817610062893 0.698 0.0 0.732 0.0 0.8761745228699459 0.7513227513227514 0.9215358931552587 0.6761904761904762 0.9550173010380623 0.8452380952380952 0.8903225806451613 0.755 0.0 0.766 0.0 0.8542578659370726 0.7906976744186047 0.8941176470588236 0.6891891891891891 0.9661016949152542 0.9272727272727272 0.8321167883211679 0.605 0.0 0.656 0.0 0.8996277534730216 0.6666666666666667 0.941860465116279 0.6451612903225806 0.9473684210526315 0.6896551724137931 0.9364161849710982 0.433
paraphrase-albert-small-v2 8 0.566 0.0 0.553 0.0 0.601712800791985 0.6123234916559691 0.5965263861055444 0.9511465603190429 0.4351851851851852 0.4514907714150497 0.9479830148619958 0.52 0.0 0.489 0.0 0.45026535226428765 0.46997389033942555 0.4438356164383562 0.9782608695652174 0.2872340425531915 0.30927835051546393 0.9759036144578314 0.681 0.0 0.621 0.0 0.634772290278458 0.6243386243386243 0.6395939086294417 0.9672131147540983 0.4772727272727273 0.4609375 0.9692307692307692 0.296 0.0 0.377 0.0 0.23232084882708562 0.3195876288659794 0.21428571428571425 1.0 0.12 0.1901840490797546 1.0 0.533 0.0 0.544 0.0 0.5601567370202155 0.5368421052631579 0.5686274509803921 0.9714285714285714 0.4013840830449827 0.3709090909090909 0.9747899159663865 0.536 0.0 0.551 0.0 0.6081349206349206 0.6666666666666666 0.5714285714285714 0.972972972972973 0.4067796610169492 0.5070422535211268 0.96 0.51 0.0 0.511 0.0 0.5358488287853175 0.36585365853658536 0.5666666666666667 0.967741935483871 0.39766081871345027 0.22556390977443608 0.9855072463768116 0.555
paraphrase-albert-small-v2_mask 8 0.708 0.0 0.703 0.0 0.8266481100529255 0.7271778821074596 0.8752683043167182 0.6949152542372882 0.8942495126705653 0.762582056892779 0.8570761326482952 0.635 0.0 0.656 0.0 0.8144671563586092 0.6187845303867403 0.8783068783068785 0.6086956521739131 0.8829787234042553 0.6292134831460674 0.8736842105263158 0.78 0.0 0.755 0.0 0.8374389167193066 0.7350427350427351 0.8847583643122676 0.7049180327868853 0.9015151515151515 0.7678571428571429 0.8686131386861314 0.341 0.0 0.463 0.0 0.7926311227705884 0.40625 0.87248322147651 0.41935483870967744 0.8666666666666667 0.3939393939393939 0.8783783783783784 0.641 0.0 0.661 0.0 0.8469598976182502 0.7005076142131981 0.9001692047377327 0.6571428571428571 0.9204152249134948 0.75 0.8807947019867549 0.694 0.0 0.699 0.0 0.8186243781094529 0.746268656716418 0.8640000000000001 0.6756756756756757 0.9152542372881356 0.8333333333333334 0.8181818181818182 0.552 0.0 0.583 0.0 0.8770383950837479 0.6031746031746031 0.9266862170087977 0.6129032258064516 0.9239766081871345 0.59375 0.9294117647058824 0.555
paraphrase-multilingual-MiniLM-L12-v2 8 0.622 0.0 0.602 0.0 0.6660171679194667 0.6508635286149679 0.673424136838771 0.9581256231306082 0.5180311890838206 0.4928205128205128 0.9619909502262444 0.567 0.0 0.537 0.0 0.5303867314459264 0.5013927576601671 0.5398457583547557 0.9782608695652174 0.3723404255319149 0.33707865168539325 0.9813084112149533 0.728 0.0 0.667 0.0 0.6852887748657153 0.6555555555555556 0.6990291262135921 0.9672131147540983 0.5454545454545454 0.4957983193277311 0.972972972972973 0.333 0.0 0.426 0.0 0.3582087890792015 0.3463687150837989 0.36065573770491804 1.0 0.22 0.20945945945945946 1.0 0.637 0.0 0.626 0.0 0.6214652622054602 0.5745856353591161 0.6384976525821596 0.9904761904761905 0.47058823529411764 0.4046692607003891 0.9927007299270073 0.653 0.0 0.646 0.0 0.6625717703349282 0.6985645933014354 0.64 0.9864864864864865 0.4745762711864407 0.5407407407407407 0.9824561403508771 0.608 0.0 0.591 0.0 0.6018122552822426 0.40522875816993464 0.6374501992031872 1.0 0.4678362573099415 0.2540983606557377 1.0 0.503
paraphrase-multilingual-MiniLM-L12-v2_mask 8 0.727 0.0 0.727 0.0 0.8482785681312687 0.764102564102564 0.8894230769230769 0.7427716849451645 0.9015594541910331 0.7866948257655755 0.8776091081593927 0.633 0.0 0.67 0.0 0.845477607246027 0.6881720430107526 0.8967971530249109 0.6956521739130435 0.8936170212765957 0.6808510638297872 0.9 0.768 0.0 0.75 0.0 0.8652849740932642 0.7868852459016392 0.9015151515151515 0.7868852459016393 0.9015151515151515 0.7868852459016393 0.9015151515151515 0.35 0.0 0.497 0.0 0.8253735770699692 0.5 0.8926174496644295 0.5161290322580645 0.8866666666666667 0.48484848484848486 0.8986486486486487 0.699 0.0 0.693 0.0 0.8597549386624911 0.7342995169082125 0.9053356282271945 0.7238095238095238 0.9100346020761245 0.7450980392156863 0.9006849315068494 0.761 0.0 0.766 0.0 0.8250520848724845 0.7591240875912408 0.8663967611336033 0.7027027027027027 0.9067796610169492 0.8253968253968254 0.8294573643410853 0.611 0.0 0.584 0.0 0.8960082663527259 0.6857142857142857 0.934131736526946 0.7741935483870968 0.9122807017543859 0.6153846153846154 0.9570552147239264 0.503
paraphrase-MiniLM-L3-v2 8 0.535 0.0 0.526 0.0 0.5706153538588595 0.5953575909661231 0.5585215605749486 0.9461615154536391 0.39766081871345027 0.43432494279176204 0.9379310344827586 0.469 0.0 0.471 0.0 0.4431999696948652 0.4675324675324675 0.4352617079889808 0.9782608695652174 0.2801418439716312 0.30716723549488056 0.9753086419753086 0.631 0.0 0.615 0.0 0.6462338569353374 0.6310160427807486 0.6532663316582914 0.9672131147540983 0.49242424242424243 0.46825396825396826 0.9701492537313433 0.273 0.0 0.389 0.0 0.19512059008083807 0.3131313131313131 0.17073170731707318 1.0 0.09333333333333334 0.18562874251497005 1.0 0.537 0.0 0.536 0.0 0.5177664974619289 0.5177664974619289 0.5177664974619289 0.9714285714285714 0.35294117647058826 0.35294117647058826 0.9714285714285714 0.499 0.0 0.514 0.0 0.5229447842719118 0.6255506607929515 0.4585987261146497 0.9594594594594594 0.3050847457627119 0.46405228758169936 0.9230769230769231 0.566 0.0 0.541 0.0 0.528462813688327 0.3712574850299401 0.5569620253164557 1.0 0.38596491228070173 0.22794117647058823 1.0 0.571
paraphrase-MiniLM-L3-v2_mask 8 0.695 0.0 0.702 0.0 0.8254534009362159 0.7153846153846153 0.8792540792540793 0.6490528414755733 0.919103313840156 0.7968176254589964 0.8427167113494192 0.612 0.0 0.673 0.0 0.8453180249953475 0.6583850931677019 0.9063032367972743 0.5760869565217391 0.9432624113475178 0.7681159420289855 0.8721311475409836 0.743 0.0 0.749 0.0 0.8657814347730808 0.7706422018348624 0.9097472924187726 0.6885245901639344 0.9545454545454546 0.875 0.8689655172413793 0.351 0.0 0.497 0.0 0.8209903623377157 0.4230769230769231 0.9032258064516129 0.3548387096774194 0.9333333333333333 0.5238095238095238 0.875 0.656 0.0 0.67 0.0 0.8417720975375129 0.6903553299492385 0.8967851099830796 0.6476190476190476 0.916955017301038 0.7391304347826086 0.8774834437086093 0.713 0.0 0.714 0.0 0.8178060365560365 0.7424242424242424 0.865079365079365 0.6621621621621622 0.923728813559322 0.8448275862068966 0.8134328358208955 0.58 0.0 0.587 0.0 0.868829742062021 0.5846153846153845 0.9203539823008849 0.6129032258064516 0.9122807017543859 0.5588235294117647 0.9285714285714286 0.571
distiluse-base-multilingual-cased-v1 8 0.586 0.0 0.586 0.0 0.4316160898147553 0.5544055944055944 0.3715976331360946 0.9880358923230309 0.22953216374269006 0.38530326594090203 0.9751552795031055 0.545 0.0 0.554 0.0 0.2920931772652771 0.4282352941176471 0.24767801857585142 0.9891304347826086 0.14184397163120568 0.2732732732732733 0.975609756097561 0.714 0.0 0.688 0.0 0.48037916214804993 0.5581395348837209 0.4444444444444444 0.9836065573770492 0.2878787878787879 0.38961038961038963 0.9743589743589743 0.242 0.001 0.352 0.0 0.07237430593057229 0.29523809523809524 0.02631578947368421 1.0 0.013333333333333334 0.17318435754189945 1.0 0.573 0.0 0.575 0.0 0.3127327638097139 0.4605263157894737 0.25903614457831325 1.0 0.14878892733564014 0.29914529914529914 1.0 0.598 0.0 0.599 0.0 0.4269320843091335 0.6065573770491803 0.3142857142857143 1.0 0.1864406779661017 0.43529411764705883 1.0 0.549 0.0 0.559 0.0 0.23006083037549038 0.29245283018867924 0.21875 1.0 0.12280701754385964 0.1712707182320442 1.0 0.692
distiluse-base-multilingual-cased-v1_mask 8 0.695 0.0 0.711 0.0 0.8275125094444725 0.7470336971998102 0.8668498626030479 0.7846460618145563 0.8455165692007798 0.7128623188405797 0.8892875448487955 0.578 0.0 0.647 0.0 0.8235294117647058 0.6413043478260869 0.8829787234042553 0.6413043478260869 0.8829787234042553 0.6413043478260869 0.8829787234042553 0.723 0.0 0.73 0.0 0.8486910628488457 0.7563025210084033 0.8913857677902621 0.7377049180327869 0.9015151515151515 0.7758620689655172 0.8814814814814815 0.322 0.0 0.437 0.0 0.7992650688783286 0.4307692307692308 0.8754208754208754 0.45161290322580644 0.8666666666666667 0.4117647058823529 0.8843537414965986 0.67 0.0 0.684 0.0 0.8321797314467696 0.7068965517241379 0.8776978417266187 0.780952380952381 0.8442906574394463 0.6456692913385826 0.9138576779026217 0.705 0.0 0.709 0.0 0.84333630712559 0.7945205479452055 0.8739495798319329 0.7837837837837838 0.8813559322033898 0.8055555555555556 0.8666666666666667 0.617 0.0 0.644 0.0 0.8310315015705168 0.5581395348837209 0.8805031446540881 0.7741935483870968 0.8187134502923976 0.43636363636363634 0.9523809523809523 0.692
distiluse-base-multilingual-cased-v2 8 0.587 0.0 0.586 0.0 0.48315157781535745 0.5695249130938587 0.4409330323551543 0.9800598205383848 0.2855750487329435 0.4013883217639853 0.966996699669967 0.541 0.0 0.553 0.0 0.3505709802346328 0.4428223844282238 0.3204747774480712 0.9891304347826086 0.19148936170212766 0.2852664576802508 0.9818181818181818 0.697 0.0 0.675 0.0 0.5477635585333038 0.5853658536585366 0.5303867403314918 0.9836065573770492 0.36363636363636365 0.4166666666666667 0.9795918367346939 0.251 0.001 0.369 0.0 0.11529590401016673 0.30097087378640774 0.07692307692307693 1.0 0.04 0.17714285714285713 1.0 0.572 0.0 0.572 0.0 0.37590834831776543 0.4772727272727273 0.3390804597701149 1.0 0.2041522491349481 0.31343283582089554 1.0 0.585 0.0 0.595 0.0 0.4908573828065353 0.6271186440677966 0.4054054054054054 1.0 0.2542372881355932 0.4567901234567901 1.0 0.576 0.0 0.588 0.0 0.2921364783537177 0.30392156862745096 0.29 1.0 0.1695906432748538 0.1791907514450867 1.0 0.653
distiluse-base-multilingual-cased-v2_mask 8 0.7 0.0 0.715 0.0 0.8345875690213252 0.7421513124034996 0.8797696184305255 0.7188434695912264 0.8932748538011696 0.7670212765957447 0.8666666666666667 0.577 0.0 0.653 0.0 0.8293193153532382 0.6257668711656442 0.8957264957264958 0.5543478260869565 0.9290780141843972 0.7183098591549296 0.8646864686468647 0.706 0.0 0.724 0.0 0.8550439495549272 0.7522935779816513 0.9025270758122743 0.6721311475409836 0.946969696969697 0.8541666666666666 0.8620689655172413 0.352 0.0 0.469 0.0 0.8006797785803311 0.37037037037037035 0.8896103896103896 0.3225806451612903 0.9133333333333333 0.43478260869565216 0.8670886075949367 0.675 0.0 0.702 0.0 0.8402316865483446 0.7117117117117117 0.8869257950530035 0.7523809523809524 0.8685121107266436 0.6752136752136753 0.9061371841155235 0.703 0.0 0.72 0.0 0.831303669008587 0.7714285714285715 0.8688524590163935 0.7297297297297297 0.8983050847457628 0.8181818181818182 0.8412698412698413 0.633 0.0 0.684 0.0 0.8559834168540321 0.6097560975609755 0.9006211180124224 0.8064516129032258 0.847953216374269 0.49019607843137253 0.9602649006622517 0.653
multi-qa-MiniLM-L6-dot-v1 8 0.5 0.0 0.504 0.0 0.7065582147413023 0.6139690506064408 0.7518150040333423 0.7318045862412762 0.6812865497076024 0.5288184438040345 0.8386322735452909 0.414 0.0 0.422 0.0 0.6132380998681508 0.4673539518900343 0.6608315098468271 0.7391304347826086 0.5354609929078015 0.3417085427135678 0.8628571428571429 0.621 0.0 0.587 0.0 0.7327311945832564 0.6187050359712231 0.7854251012145749 0.7049180327868853 0.7348484848484849 0.5512820512820513 0.8434782608695652 0.16 0.032 0.252 0.001 0.48254268267353473 0.32894736842105265 0.5142857142857143 0.8064516129032258 0.36 0.2066115702479339 0.9 0.488 0.0 0.519 0.0 0.7103057424179754 0.5724381625441696 0.7603960396039603 0.7714285714285715 0.6643598615916955 0.4550561797752809 0.8888888888888888 0.541 0.0 0.557 0.0 0.6915024630541872 0.6551724137931034 0.7142857142857143 0.7702702702702703 0.635593220338983 0.57 0.8152173913043478 0.391 0.0 0.435 0.0 0.7390695748162905 0.44036697247706424 0.7932203389830509 0.7741935483870968 0.6842105263157895 0.3076923076923077 0.9435483870967742 0.249
multi-qa-MiniLM-L6-dot-v1_mask 8 0.568 0.0 0.583 0.0 0.747530669226149 0.5417488494411572 0.8481150577467857 0.4107676969092722 0.9483430799220273 0.7953667953667953 0.7670476941269215 0.512 0.0 0.555 0.0 0.7935967775539967 0.5324675324675325 0.8787878787878788 0.44565217391304346 0.925531914893617 0.6612903225806451 0.8365384615384616 0.682 0.0 0.659 0.0 0.7704964256336764 0.5961538461538461 0.8510638297872342 0.5081967213114754 0.9090909090909091 0.7209302325581395 0.8 0.181 0.015 0.351 0.0 0.81755206119847 0.39999999999999997 0.9038461538461539 0.3225806451612903 0.94 0.5263157894736842 0.8703703703703703 0.531 0.0 0.571 0.0 0.8016738803352399 0.5764705882352941 0.8834951456310679 0.4666666666666667 0.9446366782006921 0.7538461538461538 0.8297872340425532 0.53 0.0 0.561 0.0 0.7172317208785098 0.5504587155963303 0.8218181818181818 0.40540540540540543 0.9576271186440678 0.8571428571428571 0.7197452229299363 0.53 0.0 0.588 0.0 0.8853713025080648 0.6229508196721313 0.9329446064139942 0.6129032258064516 0.935672514619883 0.6333333333333333 0.9302325581395349 0.249
multi-qa-distilbert-dot-v1 8 0.547 0.0 0.547 0.0 0.7021454804733477 0.6367157242447715 0.7341269841269841 0.8195413758723828 0.6310916179337231 0.5205826472450918 0.8773712737127372 0.499 0.0 0.509 0.0 0.6395645530939649 0.52 0.6785714285714286 0.8478260869565217 0.5390070921985816 0.375 0.9156626506024096 0.62 0.0 0.604 0.0 0.7397336143555516 0.6533333333333333 0.7796610169491526 0.8032786885245902 0.696969696969697 0.550561797752809 0.8846153846153846 0.35 0.0 0.462 0.0 0.5353167240001391 0.38666666666666666 0.5660377358490567 0.9354838709677419 0.4 0.24369747899159663 0.967741935483871 0.537 0.0 0.563 0.0 0.6908167974157824 0.5904761904761905 0.7272727272727274 0.8857142857142857 0.5951557093425606 0.44285714285714284 0.9347826086956522 0.596 0.0 0.62 0.0 0.731286231884058 0.7173913043478262 0.74 0.8918918918918919 0.6271186440677966 0.6 0.9024390243902439 0.481 0.0 0.516 0.0 0.6710289936803429 0.41221374045801523 0.717948717948718 0.8709677419354839 0.5730994152046783 0.27 0.9607843137254902 0.474
multi-qa-distilbert-dot-v1_mask 8 0.661 0.0 0.673 0.0 0.7613893955510226 0.5567010309278351 0.8614393125671322 0.4037886340977069 0.9770955165692008 0.8960176991150443 0.7702650787552824 0.626 0.0 0.665 0.0 0.8223012513249391 0.5671641791044776 0.9055374592833876 0.41304347826086957 0.9858156028368794 0.9047619047619048 0.8373493975903614 0.747 0.0 0.728 0.0 0.7972924590119637 0.6153846153846154 0.8813559322033898 0.45901639344262296 0.9848484848484849 0.9333333333333333 0.7975460122699386 0.378 0.0 0.545 0.0 0.8486384399404376 0.4651162790697674 0.9278996865203761 0.3225806451612903 0.9866666666666667 0.8333333333333334 0.8757396449704142 0.579 0.0 0.617 0.0 0.8039059572260139 0.5798816568047337 0.8852988691437802 0.4666666666666667 0.9480968858131488 0.765625 0.8303030303030303 0.614 0.0 0.649 0.0 0.7193565901995385 0.5471698113207547 0.8273381294964028 0.3918918918918919 0.9745762711864406 0.90625 0.71875 0.583 0.0 0.633 0.0 0.8868753234770481 0.634920634920635 0.9325513196480938 0.6451612903225806 0.9298245614035088 0.625 0.9352941176470588 0.474
multi-qa-mpnet-base-dot-v1 8 0.556 0.0 0.551 0.0 0.7155764070632629 0.6491777603758809 0.748031496062992 0.8265204386839482 0.6481481481481481 0.5344938749194068 0.8843085106382979 0.423 0.0 0.423 0.0 0.5816062647969404 0.4891640866873065 0.611764705882353 0.8586956521739131 0.46099290780141844 0.341991341991342 0.9090909090909091 0.618 0.0 0.601 0.0 0.7397336143555516 0.6533333333333333 0.7796610169491526 0.8032786885245902 0.696969696969697 0.550561797752809 0.8846153846153846 0.262 0.0 0.364 0.0 0.3926458862108592 0.3468208092485549 0.40211640211640215 0.967741935483871 0.25333333333333335 0.2112676056338028 0.9743589743589743 0.538 0.0 0.556 0.0 0.7154351750948068 0.6020066889632106 0.7566462167689162 0.8571428571428571 0.6401384083044983 0.4639175257731959 0.925 0.59 0.0 0.591 0.0 0.7159948209770818 0.6994535519125683 0.7263681592039801 0.8648648648648649 0.6186440677966102 0.5871559633027523 0.8795180722891566 0.459 0.0 0.484 0.0 0.7272106520996926 0.44827586206896564 0.7777777777777777 0.8387096774193549 0.6549707602339181 0.3058823529411765 0.9572649572649573 0.414
multi-qa-mpnet-base-dot-v1_mask 8 0.672 0.0 0.676 0.0 0.7905803332474635 0.6309226932668329 0.8686196182867288 0.5044865403788634 0.9537037037037037 0.8419301164725458 0.7974735126324368 0.618 0.0 0.635 0.0 0.8102086687118428 0.5853658536585366 0.8835616438356164 0.5217391304347826 0.9148936170212766 0.6666666666666666 0.8543046357615894 0.747 0.0 0.735 0.0 0.8112315663611 0.66 0.881118881118881 0.5409836065573771 0.9545454545454546 0.8461538461538461 0.8181818181818182 0.405 0.0 0.515 0.0 0.8144594256368423 0.46874999999999994 0.8859060402684563 0.4838709677419355 0.88 0.45454545454545453 0.8918918918918919 0.619 0.0 0.667 0.0 0.8502183681859009 0.6923076923076923 0.9075907590759076 0.6 0.9515570934256056 0.8181818181818182 0.8675078864353313 0.645 0.0 0.665 0.0 0.7969368127589322 0.6991869918699187 0.8582375478927203 0.581081081081081 0.9491525423728814 0.8775510204081632 0.7832167832167832 0.586 0.0 0.676 0.0 0.9039582071692799 0.6779661016949152 0.9449275362318841 0.6451612903225806 0.9532163742690059 0.7142857142857143 0.9367816091954023 0.414
multi-qa-MiniLM-L6-cos-v1 8 0.562 0.0 0.557 0.0 0.6206490438250241 0.6218158066623123 0.6200787401574803 0.9491525423728814 0.4605263157894737 0.462360369111219 0.9487951807228916 0.503 0.0 0.502 0.0 0.47108152286306826 0.47745358090185674 0.4690026954177897 0.9782608695652174 0.30851063829787234 0.3157894736842105 0.9775280898876404 0.666 0.0 0.641 0.0 0.651911527104574 0.6344086021505376 0.6599999999999999 0.9672131147540983 0.5 0.472 0.9705882352941176 0.3 0.0 0.398 0.0 0.2591432734159601 0.32460732984293195 0.24561403508771928 1.0 0.14 0.19375 1.0 0.579 0.0 0.599 0.0 0.5870530133150474 0.5359116022099448 0.6056338028169014 0.9238095238095239 0.4463667820069204 0.377431906614786 0.9416058394160584 0.578 0.0 0.576 0.0 0.5754794973544973 0.638888888888889 0.5357142857142857 0.9324324324324325 0.3813559322033898 0.4859154929577465 0.9 0.536 0.0 0.59 0.0 0.610095287961418 0.3835616438356165 0.6511627906976745 0.9032258064516129 0.49122807017543857 0.24347826086956523 0.9655172413793104 0.559
multi-qa-MiniLM-L6-cos-v1_mask 8 0.715 0.0 0.721 0.0 0.8300441256010986 0.7224669603524229 0.8826269212855147 0.654037886340977 0.9234892787524367 0.8068880688806888 0.8452274754683319 0.625 0.0 0.682 0.0 0.8333551417201968 0.6385542168674698 0.8969072164948454 0.5760869565217391 0.925531914893617 0.7162162162162162 0.87 0.773 0.0 0.766 0.0 0.8365642007400024 0.7304347826086957 0.8856088560885608 0.6885245901639344 0.9090909090909091 0.7777777777777778 0.8633093525179856 0.326 0.0 0.494 0.0 0.8253337610825539 0.43137254901960786 0.9067524115755627 0.3548387096774194 0.94 0.55 0.8757763975155279 0.683 0.0 0.711 0.0 0.8550978459116388 0.708994708994709 0.9081803005008348 0.638095238095238 0.9411764705882353 0.7976190476190477 0.8774193548387097 0.707 0.0 0.704 0.0 0.7846254795073692 0.6923076923076923 0.84251968503937 0.6081081081081081 0.9067796610169492 0.8035714285714286 0.7867647058823529 0.622 0.0 0.694 0.0 0.9241775319757474 0.7457627118644068 0.9565217391304347 0.7096774193548387 0.9649122807017544 0.7857142857142857 0.9482758620689655 0.559
multi-qa-distilbert-cos-v1 8 0.569 0.0 0.56 0.0 0.5968055334232898 0.6119070359758039 0.5894240485011789 0.9581256231306082 0.4264132553606238 0.44948550046772684 0.9541984732824428 0.493 0.0 0.504 0.0 0.4603420613983589 0.46684350132625996 0.4582210242587601 0.9565217391304348 0.30141843971631205 0.3087719298245614 0.9550561797752809 0.664 0.0 0.632 0.0 0.6141960812800612 0.6031746031746033 0.6192893401015228 0.9344262295081968 0.4621212121212121 0.4453125 0.9384615384615385 0.263 0.0 0.399 0.0 0.28509787071904275 0.3297872340425532 0.2758620689655173 1.0 0.16 0.19745222929936307 1.0 0.583 0.0 0.602 0.0 0.5739419527731752 0.5464190981432361 0.583941605839416 0.9809523809523809 0.41522491349480967 0.3786764705882353 0.9836065573770492 0.588 0.0 0.599 0.0 0.5704734451432564 0.6577777777777778 0.5157232704402516 1.0 0.3474576271186441 0.4900662251655629 1.0 0.535 0.0 0.568 0.0 0.5893229360530038 0.3815789473684211 0.626984126984127 0.9354838709677419 0.4619883040935672 0.2396694214876033 0.9753086419753086 0.573
multi-qa-distilbert-cos-v1_mask 8 0.723 0.0 0.725 0.0 0.8315812338562328 0.727765726681128 0.8823253633380215 0.6689930209371885 0.9171539961013645 0.797859690844233 0.8500451671183379 0.641 0.0 0.694 0.0 0.850314576092217 0.6857142857142857 0.9040139616055847 0.6521739130434783 0.9184397163120568 0.7228915662650602 0.8900343642611683 0.79 0.0 0.774 0.0 0.8462339622869679 0.743362831858407 0.8937728937728938 0.6885245901639344 0.9242424242424242 0.8076923076923077 0.8652482269503546 0.336 0.0 0.538 0.0 0.856353591160221 0.5806451612903226 0.9133333333333333 0.5806451612903226 0.9133333333333333 0.5806451612903226 0.9133333333333333 0.667 0.0 0.709 0.0 0.8672169716588101 0.7384615384615385 0.9139966273187184 0.6857142857142857 0.9377162629757786 0.8 0.8914473684210527 0.706 0.0 0.716 0.0 0.8300126502213789 0.7647058823529411 0.870967741935484 0.7027027027027027 0.9152542372881356 0.8387096774193549 0.8307692307692308 0.596 0.0 0.67 0.0 0.9039582071692799 0.6779661016949152 0.9449275362318841 0.6451612903225806 0.9532163742690059 0.7142857142857143 0.9367816091954023 0.573
multi-qa-mpnet-base-cos-v1 8 0.593 0.0 0.584 0.0 0.6814002429925947 0.6447697250981793 0.6993049259595044 0.9002991026919243 0.5638401559454191 0.5022246941045606 0.9204455051710422 0.457 0.0 0.441 0.0 0.5200143301828095 0.480225988700565 0.532994923857868 0.9239130434782609 0.3723404255319149 0.3244274809160305 0.9375 0.632 0.0 0.607 0.0 0.709257756414258 0.6506024096385541 0.7363636363636363 0.8852459016393442 0.6136363636363636 0.5142857142857142 0.9204545454545454 0.309 0.0 0.392 0.0 0.28509787071904275 0.3297872340425532 0.2758620689655173 1.0 0.16 0.19745222929936307 1.0 0.593 0.0 0.606 0.0 0.6779514395368589 0.5864197530864198 0.7112068965517242 0.9047619047619048 0.5709342560553633 0.4337899543378995 0.9428571428571428 0.625 0.0 0.622 0.0 0.6696927848204349 0.6802030456852791 0.663101604278075 0.9054054054054054 0.5254237288135594 0.5447154471544715 0.8985507246376812 0.532 0.0 0.55 0.0 0.6972226060833435 0.4409448818897638 0.7436823104693141 0.9032258064516129 0.6023391812865497 0.2916666666666667 0.9716981132075472 0.531
multi-qa-mpnet-base-cos-v1_mask 8 0.726 0.0 0.729 0.0 0.827137654464945 0.7090069284064665 0.8848789401553221 0.6121635094715853 0.9439571150097466 0.8422496570644719 0.8327601031814273 0.627 0.0 0.655 0.0 0.8275373518142825 0.6163522012578616 0.8964346349745331 0.532608695652174 0.9361702127659575 0.7313432835820896 0.8599348534201955 0.746 0.0 0.742 0.0 0.8372693881541278 0.7169811320754719 0.892857142857143 0.6229508196721312 0.946969696969697 0.8444444444444444 0.8445945945945946 0.409 0.0 0.504 0.0 0.8166816620938204 0.41509433962264153 0.8996763754045306 0.3548387096774194 0.9266666666666666 0.5 0.8742138364779874 0.697 0.0 0.735 0.0 0.8727412092326925 0.7419354838709677 0.9202657807308969 0.6571428571428571 0.9584775086505191 0.8518518518518519 0.8849840255591054 0.705 0.0 0.724 0.0 0.8334898520552355 0.7633587786259542 0.8774703557312254 0.6756756756756757 0.940677966101695 0.8771929824561403 0.8222222222222222 0.676 0.0 0.736 0.0 0.9113300441792029 0.6909090909090909 0.9512893982808023 0.6129032258064516 0.9707602339181286 0.7916666666666666 0.9325842696629213 0.531
msmarco-distilbert-base-tas-b 8 0.492 0.0 0.485 0.0 0.630605561979808 0.6143437077131259 0.6385542168674698 0.905284147557328 0.49074074074074076 0.4649257552483359 0.9137931034482759 0.447 0.0 0.435 0.0 0.5293939843557444 0.4943820224719101 0.5408163265306123 0.9565217391304348 0.375886524822695 0.3333333333333333 0.9636363636363636 0.581 0.0 0.537 0.0 0.6594737103011827 0.6298342541436464 0.673170731707317 0.9344262295081968 0.5227272727272727 0.475 0.9452054794520548 0.319 0.0 0.404 0.0 0.38862511554094264 0.3542857142857143 0.39572192513368987 1.0 0.24666666666666667 0.2152777777777778 1.0 0.448 0.0 0.453 0.0 0.5904944755248052 0.5348189415041783 0.6107226107226107 0.9142857142857143 0.4532871972318339 0.3779527559055118 0.9357142857142857 0.44 0.0 0.45 0.0 0.6406312334530155 0.6633663366336634 0.6263736263736263 0.9054054054054054 0.4830508474576271 0.5234375 0.890625 0.459 0.0 0.45 0.0 0.5639295433707996 0.36942675159235666 0.5991902834008097 0.9354838709677419 0.4327485380116959 0.23015873015873015 0.9736842105263158 0.17
msmarco-distilbert-base-tas-b_mask 8 0.672 0.0 0.668 0.0 0.796944119507768 0.6480920654148999 0.869701726844584 0.5333998005982054 0.9449317738791423 0.8256172839506173 0.8055670959700872 0.597 0.0 0.639 0.0 0.8418740045037624 0.6405228758169935 0.907563025210084 0.532608695652174 0.9574468085106383 0.8032786885245902 0.8626198083067093 0.678 0.0 0.669 0.0 0.8324374929381951 0.7102803738317758 0.8888888888888888 0.6229508196721312 0.9393939393939394 0.8260869565217391 0.8435374149659864 0.46 0.0 0.562 0.0 0.8476998999626001 0.47826086956521735 0.9240506329113923 0.3548387096774194 0.9733333333333334 0.7333333333333333 0.8795180722891566 0.56 0.0 0.564 0.0 0.8250191626949523 0.6451612903225806 0.8903654485049834 0.5714285714285714 0.9273356401384083 0.7407407407407407 0.8562300319488818 0.66 0.0 0.646 0.0 0.7762940797940798 0.6719999999999999 0.8416988416988417 0.5675675675675675 0.923728813559322 0.8235294117647058 0.7730496453900709 0.441 0.0 0.423 0.0 0.8754035896826791 0.5901639344262295 0.9271137026239067 0.5806451612903226 0.9298245614035088 0.6 0.9244186046511628 0.17
msmarco-distilbert-dot-v5 8 0.519 0.0 0.51 0.0 0.5908220518193156 0.6040268456375839 0.5843676618584368 0.942173479561316 0.4244639376218324 0.4444967074317968 0.93756727664155 0.46 0.0 0.461 0.0 0.5155419748514766 0.49171270718232035 0.5233160621761658 0.967391304347826 0.35815602836879434 0.3296296296296296 0.9711538461538461 0.586 0.0 0.552 0.0 0.6302502480432147 0.6170212765957447 0.6363636363636365 0.9508196721311475 0.4772727272727273 0.4566929133858268 0.9545454545454546 0.332 0.0 0.428 0.0 0.3960457175902469 0.3563218390804598 0.4042553191489362 1.0 0.25333333333333335 0.21678321678321677 1.0 0.478 0.0 0.483 0.0 0.5025380710659899 0.5025380710659899 0.5025380710659899 0.9428571428571428 0.34256055363321797 0.34256055363321797 0.9428571428571428 0.455 0.0 0.471 0.0 0.5775357339197361 0.6355140186915889 0.5411764705882353 0.918918918918919 0.3898305084745763 0.4857142857142857 0.8846153846153846 0.51 0.0 0.514 0.0 0.45345257740059725 0.34444444444444444 0.4732142857142857 1.0 0.30994152046783624 0.2080536912751678 1.0 0.216
msmarco-distilbert-dot-v5_mask 8 0.703 0.0 0.712 0.0 0.8400431043064867 0.7373681288173237 0.8902297516825248 0.6620139581256231 0.9346978557504874 0.8320802005012531 0.8498006202924235 0.635 0.0 0.691 0.0 0.8722389419854841 0.7228915662650603 0.9209621993127147 0.6521739130434783 0.950354609929078 0.8108108108108109 0.8933333333333333 0.713 0.0 0.719 0.0 0.8519653293550853 0.7543859649122806 0.8970588235294117 0.7049180327868853 0.9242424242424242 0.8113207547169812 0.8714285714285714 0.507 0.0 0.62 0.0 0.8925942174026296 0.6538461538461537 0.9419354838709678 0.5483870967741935 0.9733333333333334 0.8095238095238095 0.9125 0.617 0.0 0.631 0.0 0.8444554774256721 0.7053140096618358 0.8950086058519793 0.6952380952380952 0.8996539792387543 0.7156862745098039 0.8904109589041096 0.654 0.0 0.644 0.0 0.8021828725199452 0.7218045112781954 0.8525896414342629 0.6486486486486487 0.9067796610169492 0.8135593220338984 0.8045112781954887 0.58 0.0 0.635 0.0 0.8886612985622886 0.6756756756756758 0.9272727272727272 0.8064516129032258 0.8947368421052632 0.5813953488372093 0.9622641509433962 0.216
msmarco-bert-base-dot-v5 8 0.489 0.0 0.482 0.0 0.5834905502887803 0.5960307298335468 0.5773610180843939 0.9282153539381854 0.42007797270955166 0.4389438943894389 0.9229122055674518 0.42 0.0 0.411 0.0 0.4919772326811359 0.4754098360655738 0.49738219895287955 0.9456521739130435 0.33687943262411346 0.3175182481751825 0.95 0.579 0.0 0.548 0.0 0.6314357345813137 0.6129032258064516 0.64 0.9344262295081968 0.48484848484848486 0.456 0.9411764705882353 0.247 0.001 0.327 0.0 0.3394046101228422 0.33333333333333337 0.34065934065934067 0.967741935483871 0.20666666666666667 0.20134228187919462 0.96875 0.477 0.0 0.468 0.0 0.5044863208049234 0.5063291139240507 0.5038167938931297 0.9523809523809523 0.34256055363321797 0.3448275862068966 0.9519230769230769 0.458 0.0 0.465 0.0 0.553332246065014 0.6334841628959276 0.5030674846625767 0.9459459459459459 0.3474576271186441 0.47619047619047616 0.9111111111111111 0.511 0.0 0.485 0.0 0.47986699719447207 0.3448275862068966 0.5043478260869565 0.967741935483871 0.3391812865497076 0.2097902097902098 0.9830508474576272 0.098
msmarco-bert-base-dot-v5_mask 8 0.707 0.0 0.715 0.0 0.8272121634466042 0.7065026362038666 0.8862139450374745 0.6011964107676969 0.9507797270955166 0.8565340909090909 0.8298596341982135 0.66 0.0 0.69 0.0 0.8582886810722522 0.675496688741722 0.9179229480737018 0.5543478260869565 0.9716312056737588 0.864406779661017 0.8698412698412699 0.755 0.0 0.739 0.0 0.869815510523302 0.7735849056603773 0.9142857142857143 0.6721311475409836 0.9696969696969697 0.9111111111111111 0.8648648648648649 0.487 0.0 0.57 0.0 0.8394924021045986 0.4444444444444444 0.9211356466876972 0.3225806451612903 0.9733333333333334 0.7142857142857143 0.874251497005988 0.637 0.0 0.66 0.0 0.8423443651253778 0.6934673366834171 0.8964346349745331 0.6571428571428571 0.9134948096885813 0.7340425531914894 0.88 0.715 0.0 0.712 0.0 0.8209369925549189 0.7401574803149605 0.8715953307392996 0.6351351351351351 0.9491525423728814 0.8867924528301887 0.8057553956834532 0.555 0.0 0.591 0.0 0.8689245430567153 0.6111111111111112 0.9156626506024096 0.7096774193548387 0.8888888888888888 0.5365853658536586 0.9440993788819876 0.098
msmarco-MiniLM-L6-cos-v5 8 0.502 0.0 0.498 0.0 0.6673258571645588 0.6264367816091955 0.6873120865904991 0.8693918245264207 0.5570175438596491 0.48961257720381807 0.8971742543171115 0.398 0.0 0.395 0.0 0.5495530815523915 0.4868035190615836 0.57002457002457 0.9021739130434783 0.41134751773049644 0.3333333333333333 0.928 0.577 0.0 0.556 0.0 0.6992321618078532 0.6385542168674699 0.7272727272727273 0.8688524590163934 0.6060606060606061 0.5047619047619047 0.9090909090909091 0.207 0.005 0.294 0.0 0.3778043211257381 0.3428571428571429 0.3850267379679144 0.967741935483871 0.24 0.20833333333333334 0.972972972972973 0.374 0.0 0.414 0.0 0.6063997088547916 0.5134328358208955 0.6401766004415012 0.819047619047619 0.5017301038062284 0.3739130434782609 0.8841463414634146 0.376 0.0 0.398 0.0 0.5891576086956523 0.61 0.5760869565217392 0.8243243243243243 0.4491525423728814 0.48412698412698413 0.803030303030303 0.329 0.0 0.378 0.0 0.6358813080812419 0.37037037037037035 0.6840148698884759 0.8064516129032258 0.5380116959064327 0.2403846153846154 0.9387755102040817 0.565
msmarco-MiniLM-L6-cos-v5_mask 8 0.645 0.0 0.653 0.0 0.7787437577877007 0.6055979643765903 0.8633759365359189 0.4745762711864407 0.9546783625730995 0.836555360281195 0.7880128720836685 0.578 0.0 0.636 0.0 0.8385257188839378 0.6315789473684211 0.9060402684563759 0.5217391304347826 0.9574468085106383 0.8 0.8598726114649682 0.669 0.0 0.695 0.0 0.8409261189205293 0.7184466019417476 0.8975265017667845 0.6065573770491803 0.9621212121212122 0.8809523809523809 0.8410596026490066 0.43 0.0 0.509 0.0 0.8341385095156804 0.4489795918367347 0.9137380191693292 0.3548387096774194 0.9533333333333334 0.6111111111111112 0.8773006134969326 0.545 0.0 0.599 0.0 0.812359950646318 0.6057142857142858 0.8874388254486134 0.5047619047619047 0.9411764705882353 0.7571428571428571 0.8395061728395061 0.635 0.0 0.656 0.0 0.7846388618294945 0.6776859504132232 0.8517110266159696 0.5540540540540541 0.9491525423728814 0.8723404255319149 0.7724137931034483 0.431 0.0 0.489 0.0 0.842181360993242 0.4444444444444444 0.9142857142857143 0.3870967741935484 0.935672514619883 0.5217391304347826 0.8938547486033519 0.565
msmarco-MiniLM-L12-cos-v5 8 0.49 0.0 0.485 0.0 0.6754379385028185 0.6218923933209648 0.701610541727672 0.8354935194416749 0.5838206627680312 0.49527186761229314 0.8789435069699193 0.405 0.0 0.399 0.0 0.5644226345759586 0.48024316109422494 0.5918854415274463 0.8586956521739131 0.4397163120567376 0.3333333333333333 0.9051094890510949 0.525 0.0 0.512 0.0 0.6739865432028979 0.6107784431137724 0.7031963470319634 0.8360655737704918 0.5833333333333334 0.4811320754716981 0.8850574712643678 0.296 0.0 0.359 0.0 0.44870745515312727 0.345679012345679 0.4699999999999999 0.9032258064516129 0.31333333333333335 0.21374045801526717 0.94 0.407 0.0 0.423 0.0 0.6273442052788841 0.523076923076923 0.6652267818574513 0.8095238095238095 0.532871972318339 0.38636363636363635 0.8850574712643678 0.394 0.0 0.414 0.0 0.6202351725759343 0.6178010471204187 0.6217616580310881 0.7972972972972973 0.5084745762711864 0.5042735042735043 0.8 0.404 0.0 0.408 0.0 0.6489926604600758 0.3880597014925373 0.6962962962962962 0.8387096774193549 0.5497076023391813 0.2524271844660194 0.9494949494949495 0.549
msmarco-MiniLM-L12-cos-v5_mask 8 0.657 0.0 0.67 0.0 0.7946864350494498 0.6403454657618755 0.8701269770550234 0.5174476570289133 0.9517543859649122 0.8398058252427184 0.8013951579811244 0.523 0.0 0.607 0.0 0.8259510310661207 0.6 0.899665551839465 0.4891304347826087 0.9539007092198581 0.7758620689655172 0.8512658227848101 0.633 0.0 0.661 0.0 0.810816524285059 0.6728971962616822 0.8745519713261649 0.5901639344262295 0.9242424242424242 0.782608695652174 0.8299319727891157 0.34 0.0 0.46 0.0 0.8354765651526497 0.4186046511627908 0.9216300940438872 0.2903225806451613 0.98 0.75 0.8698224852071006 0.586 0.0 0.628 0.0 0.8301104072412065 0.6395348837209303 0.8993506493506493 0.5238095238095238 0.9584775086505191 0.8208955223880597 0.8470948012232415 0.639 0.0 0.666 0.0 0.7956830227613151 0.6942148760330578 0.8593155893536121 0.5675675675675675 0.9576271186440678 0.8936170212765957 0.7793103448275862 0.513 0.0 0.543 0.0 0.864819009812996 0.5098039215686274 0.9291784702549575 0.41935483870967744 0.9590643274853801 0.65 0.9010989010989011 0.549
msmarco-distilbert-cos-v5 8 0.469 0.0 0.456 0.0 0.550068278415558 0.58364312267658 0.5336571825121442 0.9391824526420738 0.37475633528265107 0.42337078651685395 0.9265060240963855 0.419 0.0 0.425 0.0 0.45535095877335746 0.4684210526315789 0.4510869565217391 0.967391304347826 0.29432624113475175 0.3090277777777778 0.9651162790697675 0.533 0.0 0.512 0.0 0.5707922572656339 0.5858585858585859 0.5638297872340424 0.9508196721311475 0.4015151515151515 0.4233576642335766 0.9464285714285714 0.295 0.0 0.389 0.0 0.33458806386983186 0.34065934065934067 0.33333333333333337 1.0 0.2 0.2052980132450331 1.0 0.493 0.0 0.528 0.0 0.5540094125520372 0.5251989389920424 0.5644768856447688 0.9428571428571428 0.4013840830449827 0.3639705882352941 0.9508196721311475 0.46 0.0 0.488 0.0 0.5328125 0.625 0.47500000000000003 0.9459459459459459 0.3220338983050847 0.4666666666666667 0.9047619047619048 0.477 0.0 0.51 0.0 0.5843094972726707 0.3790849673202614 0.6215139442231075 0.9354838709677419 0.45614035087719296 0.23770491803278687 0.975 0.634
msmarco-distilbert-cos-v5_mask 8 0.696 0.0 0.695 0.0 0.8267142029460609 0.7300771208226222 0.8739495798319328 0.707876370887338 0.8869395711500975 0.7537154989384289 0.8613345953620445 0.599 0.0 0.662 0.0 0.8370009929340276 0.6804123711340206 0.888086642599278 0.717391304347826 0.8723404255319149 0.6470588235294118 0.9044117647058824 0.704 0.0 0.714 0.0 0.8190452668332117 0.7154471544715446 0.8669201520912547 0.7213114754098361 0.8636363636363636 0.7096774193548387 0.8702290076335878 0.414 0.0 0.557 0.0 0.8579764742123642 0.619718309859155 0.9072164948453608 0.7096774193548387 0.88 0.55 0.9361702127659575 0.625 0.0 0.671 0.0 0.842122533038552 0.7123287671232877 0.8892794376098418 0.7428571428571429 0.8754325259515571 0.6842105263157895 0.9035714285714286 0.7 0.0 0.707 0.0 0.8328920609339626 0.7808219178082192 0.865546218487395 0.7702702702702703 0.8728813559322034 0.7916666666666666 0.8583333333333333 0.508 0.0 0.583 0.0 0.8555470826642321 0.5753424657534247 0.9063444108761328 0.6774193548387096 0.8771929824561403 0.5 0.9375 0.634
cross-encoder/ms-marco-TinyBERT-L-2-v2 8 0.381 0.0 0.378 0.0 0.4936912777467852 0.4605839416058394 0.5614243323442136 0.307504873294347 0.9431704885343968 0.9171511627906976 0.3996620194338826 0.327 0.0 0.324 0.0 0.3254046350964552 0.29253731343283584 0.42615012106537525 0.17375886524822695 0.9565217391304348 0.9245283018867925 0.27414330218068533 0.538 0.0 0.518 0.0 0.5092777973405771 0.4888888888888888 0.5533980582524273 0.3333333333333333 0.9344262295081968 0.9166666666666666 0.3931034482758621 0.089 0.235 0.16 0.031 0.10476488126755848 0.06451612903225806 0.2995169082125604 0.03333333333333333 1.0 1.0 0.17613636363636365 0.37 0.0 0.38 0.0 0.4148932771780262 0.39344262295081966 0.4739336492890994 0.2491349480968858 0.9523809523809523 0.935064935064935 0.31545741324921134 0.316 0.0 0.344 0.0 0.4161945419725502 0.30769230769230765 0.5892116182572613 0.1864406779661017 0.9594594594594594 0.88 0.4251497005988024 0.402 0.0 0.372 0.0 0.4287886931051206 0.44843049327354256 0.32044198895027626 0.29239766081871343 0.9354838709677419 0.9615384615384616 0.19333333333333333 -6.835000038146973
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 8 0.653 0.0 0.606 0.0 0.7806168647748035 0.8628406824728562 0.6123982467125861 0.9488304093567251 0.48753738783649053 0.7911418122714344 0.8232323232323232 0.513 0.0 0.563 0.0 0.8320261132104553 0.9054726368159204 0.6068965517241379 0.9680851063829787 0.4782608695652174 0.8504672897196262 0.8301886792452831 0.665 0.0 0.629 0.0 0.8469976170891177 0.9007092198581561 0.7307692307692308 0.9621212121212122 0.6229508196721312 0.8466666666666667 0.8837209302325582 0.231 0.002 0.345 0.0 0.8039876732737483 0.9096573208722741 0.2926829268292683 0.9733333333333334 0.1935483870967742 0.8538011695906432 0.6 0.547 0.0 0.556 0.0 0.7872332261723506 0.8702791461412149 0.5586592178770949 0.916955017301038 0.47619047619047616 0.828125 0.6756756756756757 0.655 0.0 0.58 0.0 0.7434714965379551 0.8270676691729323 0.6101694915254238 0.9322033898305084 0.4864864864864865 0.7432432432432432 0.8181818181818182 0.416 0.0 0.468 0.0 0.8355327383811364 0.9037900874635568 0.45901639344262296 0.9064327485380117 0.45161290322580644 0.9011627906976745 0.4666666666666667 -6.835000038146973
cross-encoder/ms-marco-MiniLM-L-2-v2 8 0.412 0.0 0.411 0.0 0.4559137515173589 0.4068833652007648 0.5562231759656652 0.25925925925925924 0.9690927218344965 0.9449378330373002 0.3900481540930979 0.3 0.0 0.293 0.0 0.2804403900597673 0.23529411764705885 0.41882352941176476 0.1347517730496454 0.967391304347826 0.926829268292683 0.2672672672672673 0.524 0.0 0.518 0.0 0.4655757421511205 0.43023255813953487 0.5420560747663552 0.2803030303030303 0.9508196721311475 0.925 0.3790849673202614 0.033 0.662 0.087 0.246 0.061302539813391774 0.013245033112582783 0.2938388625592417 0.006666666666666667 1.0 1.0 0.17222222222222222 0.393 0.0 0.404 0.0 0.42192461388918895 0.4 0.48226950354609927 0.25259515570934254 0.9714285714285714 0.9605263157894737 0.32075471698113206 0.294 0.0 0.33 0.0 0.4324406050113019 0.33103448275862074 0.5941422594142258 0.2033898305084746 0.9594594594594594 0.8888888888888888 0.4303030303030303 0.48 0.0 0.439 0.0 0.42880385864673426 0.44545454545454544 0.33695652173913043 0.28654970760233917 1.0 1.0 0.20261437908496732 -6.348999977111816
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 8 0.647 0.0 0.647 0.0 0.8022272321418369 0.8726128959784318 0.6582278481012658 0.9463937621832359 0.5443668993020937 0.8095039599833264 0.8323170731707317 0.465 0.0 0.553 0.0 0.8212249030500741 0.8959731543624162 0.5921052631578948 0.9468085106382979 0.4891304347826087 0.8503184713375797 0.75 0.596 0.0 0.633 0.0 0.8432479772647632 0.8960573476702508 0.7289719626168225 0.946969696969697 0.639344262295082 0.8503401360544217 0.8478260869565217 0.214 0.004 0.296 0.0 0.7881299707780701 0.8958990536277603 0.26666666666666666 0.9466666666666667 0.1935483870967742 0.8502994011976048 0.42857142857142855 0.588 0.0 0.62 0.0 0.8110252049297204 0.8852459016393442 0.6067415730337079 0.9342560553633218 0.5142857142857142 0.8411214953271028 0.7397260273972602 0.66 0.0 0.635 0.0 0.7784090909090908 0.8484848484848484 0.6666666666666666 0.9491525423728814 0.5405405405405406 0.7671232876712328 0.8695652173913043 0.498 0.0 0.548 0.0 0.8472224140891266 0.9132947976878613 0.48275862068965514 0.9239766081871345 0.45161290322580644 0.9028571428571428 0.5185185185185185 -6.348999977111816
cross-encoder/ms-marco-MiniLM-L-4-v2 8 0.356 0.0 0.352 0.0 0.4019642247718848 0.335725677830941 0.5374791782343142 0.20516569200779727 0.9651046859421735 0.9232456140350878 0.3724509426702578 0.307 0.0 0.292 0.0 0.3187399949448142 0.2831325301204819 0.4278846153846154 0.16666666666666666 0.967391304347826 0.94 0.27469135802469136 0.474 0.0 0.435 0.0 0.39938152826720014 0.34355828220858897 0.5201793721973094 0.21212121212121213 0.9508196721311475 0.9032258064516129 0.35802469135802467 0.115 0.123 0.169 0.023 0.24136110427450555 0.22485207100591717 0.32124352331606215 0.12666666666666668 1.0 1.0 0.19135802469135801 0.315 0.0 0.327 0.0 0.3315131308883749 0.2840236686390532 0.46222222222222226 0.16608996539792387 0.9904761904761905 0.9795918367346939 0.30144927536231886 0.264 0.0 0.274 0.0 0.3716662948088651 0.237037037037037 0.5863453815261045 0.13559322033898305 0.9864864864864865 0.9411764705882353 0.41714285714285715 0.317 0.0 0.314 0.0 0.31422534209894776 0.31527093596059114 0.30845771144278605 0.1871345029239766 1.0 1.0 0.18235294117647058 -6.205999851226807
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 8 0.631 0.0 0.629 0.0 0.7909445887135973 0.8481650275845526 0.6738794435857806 0.8615984405458089 0.6520438683948155 0.8351440717997166 0.697228144989339 0.484 0.0 0.607 0.0 0.8325359935642651 0.8942807625649913 0.6432748538011697 0.9148936170212766 0.5978260869565217 0.8745762711864407 0.6962025316455697 0.618 0.0 0.663 0.0 0.8221630059940046 0.873134328358209 0.7118644067796609 0.8863636363636364 0.6885245901639344 0.8602941176470589 0.7368421052631579 0.246 0.001 0.438 0.0 0.8403356411784888 0.912621359223301 0.4905660377358491 0.94 0.41935483870967744 0.8867924528301887 0.5909090909090909 0.553 0.0 0.601 0.0 0.8002896081854307 0.8586572438162545 0.6396396396396397 0.8408304498269896 0.6761904761904762 0.8772563176895307 0.6068376068376068 0.643 0.0 0.645 0.0 0.7826404690839958 0.8340080971659919 0.7007299270072993 0.8728813559322034 0.6486486486486487 0.7984496124031008 0.7619047619047619 0.459 0.0 0.501 0.0 0.8260916558187259 0.877742946708464 0.5411764705882354 0.8187134502923976 0.7419354838709677 0.9459459459459459 0.42592592592592593 -6.205999851226807
cross-encoder/ms-marco-MiniLM-L-6-v2 8 0.338 0.0 0.333 0.0 0.44548283036520486 0.39833396440742147 0.5419429230325742 0.25633528265107214 0.9371884346959123 0.8930390492359932 0.38118410381184104 0.314 0.0 0.286 0.0 0.33433993918422983 0.30588235294117644 0.4215686274509804 0.18439716312056736 0.9347826086956522 0.896551724137931 0.2721518987341772 0.47 0.0 0.416 0.0 0.3769285012865347 0.31901840490797545 0.5022421524663678 0.19696969696969696 0.9180327868852459 0.8387096774193549 0.345679012345679 0.12 0.109 0.159 0.032 0.29901574952609694 0.2937853107344633 0.32432432432432434 0.17333333333333334 0.967741935483871 0.9629629629629629 0.19480519480519481 0.314 0.0 0.321 0.0 0.4148536588776552 0.39118457300275483 0.48 0.24567474048442905 0.9714285714285714 0.9594594594594594 0.31875 0.301 0.0 0.278 0.0 0.39957278988996875 0.28368794326241137 0.5843621399176955 0.1694915254237288 0.9594594594594594 0.8695652173913043 0.42011834319526625 0.291 0.0 0.295 0.0 0.4412277580594412 0.45945945945945943 0.34065934065934067 0.2982456140350877 1.0 1.0 0.2052980132450331 -5.445000171661377
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 8 0.608 0.0 0.622 0.0 0.7849369382835609 0.8406219630709427 0.671013039117352 0.8430799220272904 0.6669990029910269 0.8381782945736435 0.6750756811301716 0.483 0.0 0.588 0.0 0.8145409398563311 0.8815331010452963 0.6091954022988506 0.8971631205673759 0.5760869565217391 0.8664383561643836 0.6463414634146342 0.599 0.0 0.635 0.0 0.8134715025906736 0.8636363636363636 0.7049180327868853 0.8636363636363636 0.7049180327868853 0.8636363636363636 0.7049180327868853 0.28 0.0 0.436 0.0 0.8090563864935635 0.896774193548387 0.3846153846153846 0.9266666666666666 0.3225806451612903 0.86875 0.47619047619047616 0.561 0.0 0.617 0.0 0.8183300155231531 0.8745644599303136 0.6635514018691588 0.8685121107266436 0.6761904761904762 0.8807017543859649 0.6513761467889908 0.652 0.0 0.656 0.0 0.8003555077018586 0.8429752066115702 0.7323943661971832 0.864406779661017 0.7027027027027027 0.8225806451612904 0.7647058823529411 0.444 0.0 0.497 0.0 0.8408369451402972 0.8975903614457831 0.5277777777777778 0.8713450292397661 0.6129032258064516 0.9254658385093167 0.4634146341463415 -5.445000171661377
cross-encoder/ms-marco-MiniLM-L-12-v2 8 0.288 0.0 0.277 0.0 0.5467331553942869 0.5581835383159887 0.5233072473630487 0.43128654970760233 0.7666999002991027 0.7908847184986595 0.3972107438016529 0.279 0.0 0.228 0.0 0.4816214887208802 0.5 0.42528735632183906 0.3546099290780142 0.8043478260869565 0.847457627118644 0.2890625 0.386 0.0 0.332 0.0 0.5231847636954549 0.5326633165829145 0.5026737967914439 0.4015151515151515 0.7704918032786885 0.7910447761194029 0.373015873015873 0.171 0.021 0.152 0.041 0.4450097749132243 0.4676616915422886 0.3354037267080745 0.31333333333333335 0.8709677419354839 0.9215686274509803 0.2076923076923077 0.216 0.0 0.225 0.0 0.5190039059411421 0.5420560747663551 0.4555555555555556 0.4013840830449827 0.780952380952381 0.8345323741007195 0.3215686274509804 0.233 0.001 0.188 0.009 0.43800590064111405 0.3832335329341317 0.5253456221198156 0.2711864406779661 0.7702702702702703 0.6530612244897959 0.3986013986013986 0.163 0.021 0.19 0.007 0.5985550809722883 0.6436781609195402 0.34965034965034963 0.49122807017543857 0.8064516129032258 0.9333333333333333 0.22321428571428573 -2.302999973297119
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 8 0.565 0.0 0.57 0.0 0.7488335789163918 0.8373873873873873 0.5676646706586825 0.9059454191033138 0.47258225324027914 0.7784757118927973 0.7106446776611695 0.455 0.0 0.539 0.0 0.8004473264078652 0.8844221105527638 0.543046357615894 0.9361702127659575 0.44565217391304346 0.8380952380952381 0.6949152542372882 0.547 0.0 0.588 0.0 0.7814251672701678 0.8581560283687943 0.6153846153846153 0.9166666666666666 0.5245901639344263 0.8066666666666666 0.7441860465116279 0.311 0.0 0.388 0.0 0.8180266111381664 0.907936507936508 0.3829787234042554 0.9533333333333334 0.2903225806451613 0.8666666666666667 0.5625 0.431 0.0 0.472 0.0 0.7645424694828271 0.8519134775374375 0.5240641711229946 0.8858131487889274 0.4666666666666667 0.8205128205128205 0.5975609756097561 0.545 0.0 0.558 0.0 0.7388335179032853 0.8139534883720931 0.619047619047619 0.8898305084745762 0.527027027027027 0.75 0.75 0.295 0.0 0.298 0.0 0.7956618870795935 0.880466472303207 0.32786885245901637 0.8830409356725146 0.3225806451612903 0.877906976744186 0.3333333333333333 -2.302999973297119
cross-encoder/qnli-distilroberta-base 8 0.092 0.0 0.078 0.0 0.5480154987365772 0.6011204481792717 0.43937007874015743 0.5229044834307992 0.5563310069790628 0.7068511198945981 0.3630448926480156 0.026 0.615 0.032 0.532 0.5098390068852765 0.5558086560364465 0.3689320388349514 0.4326241134751773 0.6195652173913043 0.7770700636942676 0.2626728110599078 0.007 0.92 0.015 0.835 0.5350111028867506 0.5974025974025974 0.4 0.5227272727272727 0.5081967213114754 0.696969696969697 0.32978723404255317 0.055 0.463 0.116 0.121 0.48016486276154785 0.5096153846153846 0.3376623376623377 0.35333333333333333 0.8387096774193549 0.9137931034482759 0.21138211382113822 0.096 0.056 0.11 0.029 0.6023172388984372 0.6732283464566929 0.40714285714285714 0.5916955017301038 0.5428571428571428 0.7808219178082192 0.32571428571428573 0.129 0.075 0.137 0.059 0.5837194217939214 0.619718309859155 0.5263157894736843 0.559322033898305 0.6081081081081081 0.6947368421052632 0.4639175257731959 0.006 0.927 0.018 0.802 0.6364084239243393 0.711864406779661 0.22018348623853212 0.6140350877192983 0.3870967741935484 0.8467741935483871 0.15384615384615385 0.777999997138977
cross-encoder/qnli-distilroberta-base_mask 8 0.151 0.0 0.155 0.0 0.618986806122609 0.7494325919201089 0.352112676056338 0.8045808966861598 0.29910269192422734 0.7013593882752761 0.42796005706134094 0.141 0.006 0.171 0.001 0.6973336047221657 0.8096885813148789 0.3529411764705882 0.8297872340425532 0.32608695652173914 0.7905405405405406 0.38461538461538464 0.152 0.035 0.178 0.013 0.66120900926876 0.7801418439716311 0.40384615384615385 0.8333333333333334 0.3442622950819672 0.7333333333333333 0.4883720930232558 0.127 0.087 0.155 0.038 0.741050945470835 0.8378378378378378 0.27272727272727276 0.8266666666666667 0.2903225806451613 0.8493150684931506 0.2571428571428571 0.112 0.026 0.126 0.012 0.6620743780825862 0.7866666666666665 0.3191489361702128 0.8166089965397924 0.2857142857142857 0.7588424437299035 0.3614457831325301 0.153 0.035 0.159 0.027 0.5936355311355311 0.73992673992674 0.3603603603603604 0.8559322033898306 0.2702702702702703 0.6516129032258065 0.5405405405405406 0.094 0.183 0.1 0.155 0.7388346960515186 0.8256880733944955 0.2597402597402597 0.7894736842105263 0.3225806451612903 0.8653846153846154 0.21739130434782608 0.777999997138977
cross-encoder/qnli-electra-base 8 0.07 0.0 0.101 0.0 0.5904976893830727 0.6776482513938166 0.4121996303142329 0.6515594541910331 0.44466600199401796 0.7059134107708553 0.384151593453919 0.062 0.23 0.1 0.053 0.6510088982225205 0.7346153846153847 0.39473684210526316 0.6773049645390071 0.4891304347826087 0.8025210084033614 0.33088235294117646 0.014 0.851 0.054 0.455 0.5991611152232914 0.7000000000000001 0.38095238095238093 0.6893939393939394 0.39344262295081966 0.7109375 0.36923076923076925 0.133 0.075 0.194 0.009 0.7080072998175045 0.7692307692307692 0.411764705882353 0.6666666666666666 0.6774193548387096 0.9090909090909091 0.29577464788732394 0.143 0.005 0.227 0.0 0.6892013391316781 0.7860869565217391 0.4225352112676056 0.7820069204152249 0.42857142857142855 0.7902097902097902 0.4166666666666667 0.17 0.018 0.222 0.002 0.6297306897442521 0.7004219409282699 0.5170068027210885 0.7033898305084746 0.5135135135135135 0.6974789915966386 0.5205479452054794 0.02 0.773 0.091 0.2 0.7488518082577488 0.8461538461538461 0.21212121212121215 0.8362573099415205 0.22580645161290322 0.8562874251497006 0.2 0.5139999985694885
cross-encoder/qnli-electra-base_mask 8 0.103 0.0 0.163 0.0 0.6306919215340047 0.7624607094746296 0.36111111111111105 0.827485380116959 0.29810568295114653 0.7069109075770191 0.45788667687595713 0.12 0.021 0.197 0.0 0.7037471148640305 0.8028419182948491 0.4 0.8014184397163121 0.40217391304347827 0.8042704626334519 0.3978494623655914 0.131 0.068 0.171 0.017 0.657024320985378 0.7758007117437723 0.4 0.8257575757575758 0.3442622950819672 0.7315436241610739 0.4772727272727273 0.108 0.149 0.257 0.0 0.7561772657811214 0.8297872340425532 0.4 0.78 0.5161290322580645 0.8863636363636364 0.32653061224489793 0.107 0.033 0.21 0.0 0.6950115131299718 0.8060200668896321 0.3894736842105263 0.8339100346020761 0.3523809523809524 0.7799352750809061 0.43529411764705883 0.179 0.013 0.238 0.001 0.6189764478521823 0.7376425855513308 0.42975206611570244 0.8220338983050848 0.35135135135135137 0.6689655172413793 0.5531914893617021 0.011 0.872 0.139 0.049 0.7766980851232431 0.8597014925373135 0.31884057971014496 0.8421052631578947 0.3548387096774194 0.8780487804878049 0.2894736842105263 0.5139999985694885
cross-encoder/stsb-TinyBERT-L-4 8 0.445 0.0 0.457 0.0 0.4173418083530162 0.3533625149224035 0.5482346399777592 0.21637426900584794 0.9830508474576272 0.9631236442516269 0.3801079414032382 0.382 0.0 0.366 0.0 0.29060490214763246 0.24691358024691362 0.4245283018867924 0.14184397163120568 0.9782608695652174 0.9523809523809523 0.2710843373493976 0.597 0.0 0.566 0.0 0.4834605082751242 0.45086705202312144 0.5539906103286385 0.29545454545454547 0.9672131147540983 0.9512195121951219 0.3881578947368421 0.154 0.039 0.21 0.005 0.061302539813391774 0.013245033112582783 0.2938388625592417 0.006666666666666667 1.0 1.0 0.17222222222222222 0.403 0.0 0.421 0.0 0.2381425087969402 0.16455696202531647 0.440677966101695 0.08996539792387544 0.9904761904761905 0.9629629629629629 0.28337874659400547 0.401 0.0 0.436 0.0 0.3716662948088651 0.237037037037037 0.5863453815261045 0.13559322033898305 0.9864864864864865 0.9411764705882353 0.41714285714285715 0.46 0.0 0.463 0.0 0.13620723616349942 0.11049723756906078 0.27802690582959644 0.05847953216374269 1.0 1.0 0.16145833333333334 0.32100000977516174
cross-encoder/stsb-TinyBERT-L-4_mask 8 0.682 0.0 0.699 0.0 0.8212240980136973 0.8733459357277882 0.7145899893503729 0.9005847953216374 0.6689930209371885 0.8477064220183487 0.7668571428571429 0.597 0.0 0.67 0.0 0.8387396397934073 0.897391304347826 0.6589595375722543 0.9148936170212766 0.6195652173913043 0.8805460750853242 0.7037037037037037 0.71 0.0 0.746 0.0 0.8568385166120047 0.9010989010989012 0.7610619469026548 0.9318181818181818 0.7049180327868853 0.8723404255319149 0.8269230769230769 0.391 0.0 0.497 0.0 0.8208432427158416 0.8940397350993378 0.4666666666666667 0.9 0.45161290322580644 0.8881578947368421 0.4827586206896552 0.577 0.0 0.606 0.0 0.806842266327285 0.8722316865417378 0.626865671641791 0.8858131487889274 0.6 0.8590604026845637 0.65625 0.659 0.0 0.673 0.0 0.8120046716752657 0.8616600790513833 0.7328244274809161 0.923728813559322 0.6486486486486487 0.8074074074074075 0.8421052631578947 0.479 0.0 0.473 0.0 0.8109241206413198 0.8802395209580838 0.4285714285714286 0.8596491228070176 0.4838709677419355 0.901840490797546 0.38461538461538464 0.32100000977516174
cross-encoder/stsb-distilroberta-base 8 0.491 0.0 0.497 0.0 0.6307569602949697 0.6440993788819875 0.6034602076124567 0.5053606237816765 0.8693918245264207 0.8878424657534246 0.4621091679915209 0.402 0.0 0.366 0.0 0.471433749371992 0.47493403693931396 0.4607046070460704 0.3191489361702128 0.9239130434782609 0.9278350515463918 0.30685920577617326 0.573 0.0 0.537 0.0 0.6936593665145073 0.7188940092165899 0.6390532544378698 0.5909090909090909 0.8852459016393442 0.9176470588235294 0.5 0.303 0.0 0.342 0.0 0.1758686310620012 0.14814814814814814 0.31 0.08 1.0 1.0 0.1834319526627219 0.434 0.0 0.465 0.0 0.5291927594703573 0.5369458128078818 0.5078534031413613 0.3771626297577855 0.9238095238095239 0.9316239316239316 0.35018050541516244 0.483 0.0 0.506 0.0 0.615166083916084 0.5909090909090909 0.6538461538461539 0.4406779661016949 0.918918918918919 0.896551724137931 0.5074626865671642 0.383 0.0 0.446 0.0 0.4707418567943751 0.49565217391304345 0.33333333333333326 0.3333333333333333 0.9354838709677419 0.9661016949152542 0.20279720279720279 0.46000000834465027
cross-encoder/stsb-distilroberta-base_mask 8 0.646 0.0 0.668 0.0 0.7669489590223552 0.8599433674580701 0.5766951942067149 0.9619883040935673 0.43668993020937186 0.7774714454509649 0.8488372093023255 0.59 0.0 0.634 0.0 0.8212249030500741 0.8959731543624162 0.5921052631578948 0.9468085106382979 0.4891304347826087 0.8503184713375797 0.75 0.657 0.0 0.695 0.0 0.8048537951229725 0.8780487804878049 0.6464646464646464 0.9545454545454546 0.5245901639344263 0.8129032258064516 0.8421052631578947 0.486 0.0 0.533 0.0 0.8403356411784888 0.912621359223301 0.4905660377358491 0.94 0.41935483870967744 0.8867924528301887 0.5909090909090909 0.489 0.0 0.555 0.0 0.8016738803352399 0.8834951456310679 0.5764705882352941 0.9446366782006921 0.4666666666666667 0.8297872340425532 0.7538461538461538 0.652 0.0 0.672 0.0 0.7735947008976737 0.844106463878327 0.6611570247933884 0.940677966101695 0.5405405405405406 0.7655172413793103 0.851063829787234 0.254 0.0 0.319 0.0 0.8289869343358595 0.9126760563380281 0.3673469387755102 0.9473684210526315 0.2903225806451613 0.8804347826086957 0.5 0.46000000834465027
cross-encoder/stsb-roberta-base 8 0.467 0.0 0.467 0.0 0.4684105243973904 0.42415094339622644 0.5589595375722543 0.27387914230019494 0.9641076769690927 0.939799331103679 0.3935693935693936 0.426 0.0 0.379 0.0 0.2949189983983475 0.25230769230769223 0.425531914893617 0.1453900709219858 0.9782608695652174 0.9534883720930233 0.2719033232628399 0.569 0.0 0.514 0.0 0.4834605082751242 0.45086705202312144 0.5539906103286385 0.29545454545454547 0.9672131147540983 0.9512195121951219 0.3881578947368421 0.35 0.0 0.393 0.0 0.07237430593057229 0.02631578947368421 0.29523809523809524 0.013333333333333334 1.0 1.0 0.17318435754189945 0.447 0.0 0.46 0.0 0.2805907797442846 0.2201834862385321 0.4468546637744034 0.1245674740484429 0.9809523809523809 0.9473684210526315 0.2893258426966292 0.532 0.0 0.532 0.0 0.4441428605780791 0.3448275862068965 0.602510460251046 0.211864406779661 0.972972972972973 0.9259259259259259 0.43636363636363634 0.37 0.0 0.389 0.0 0.14518805607914517 0.12087912087912087 0.2792792792792793 0.06432748538011696 1.0 1.0 0.16230366492146597 0.43299999833106995
cross-encoder/stsb-roberta-base_mask 8 0.685 0.0 0.702 0.0 0.805954673513638 0.8738433762130445 0.6670637284097677 0.9434697855750487 0.5583250249252243 0.8137873055905843 0.8284023668639053 0.658 0.0 0.703 0.0 0.8555744561575039 0.9106529209621993 0.6867469879518072 0.9397163120567376 0.6195652173913043 0.8833333333333333 0.7702702702702703 0.723 0.0 0.747 0.0 0.8608654692907903 0.9057971014492754 0.7636363636363637 0.946969696969697 0.6885245901639344 0.8680555555555556 0.8571428571428571 0.539 0.0 0.615 0.0 0.8500665459553988 0.9150326797385621 0.5357142857142857 0.9333333333333333 0.4838709677419355 0.8974358974358975 0.6 0.58 0.0 0.601 0.0 0.8174014289457273 0.882154882154882 0.6391752577319587 0.9065743944636678 0.5904761904761905 0.8590163934426229 0.6966292134831461 0.727 0.0 0.725 0.0 0.834982522683326 0.8755020080321285 0.7703703703703704 0.923728813559322 0.7027027027027027 0.8320610687022901 0.8524590163934426 0.38 0.0 0.358 0.0 0.802861583136943 0.8869565217391304 0.3389830508474576 0.8947368421052632 0.3225806451612903 0.8793103448275862 0.35714285714285715 0.43299999833106995
cross-encoder/stsb-roberta-large 8 0.577 0.0 0.565 0.0 0.6353908837963468 0.6415576125119693 0.6227746053073564 0.489766081871345 0.9242273180458624 0.9296947271045328 0.4696048632218845 0.538 0.0 0.489 0.0 0.45186624617762 0.44686648501362397 0.46719160104986873 0.2907801418439716 0.967391304347826 0.9647058823529412 0.3079584775086505 0.683 0.0 0.631 0.0 0.6860448452984984 0.701923076923077 0.651685393258427 0.553030303030303 0.9508196721311475 0.9605263157894737 0.49572649572649574 0.4 0.0 0.473 0.0 0.1461276926576696 0.11320754716981131 0.3054187192118227 0.06 1.0 1.0 0.18023255813953487 0.56 0.0 0.56 0.0 0.5849370999779299 0.6 0.5434782608695652 0.4359861591695502 0.9523809523809523 0.9618320610687023 0.38022813688212925 0.621 0.0 0.612 0.0 0.6664721851781291 0.6519337016574586 0.6896551724137931 0.5 0.9459459459459459 0.9365079365079365 0.5426356589147286 0.487 0.0 0.502 0.0 0.530431704258292 0.5606694560669456 0.36363636363636365 0.391812865497076 0.967741935483871 0.9852941176470589 0.22388059701492538 0.44999998807907104
cross-encoder/stsb-roberta-large_mask 8 0.709 0.0 0.731 0.0 0.7868892642662254 0.8726640591047371 0.6114058355437666 0.9785575048732943 0.4596211365902293 0.7874509803921569 0.9128712871287129 0.674 0.0 0.733 0.0 0.8438137543886689 0.912106135986733 0.6344827586206897 0.975177304964539 0.5 0.8566978193146417 0.8679245283018868 0.718 0.0 0.747 0.0 0.8251401338161345 0.8865248226950356 0.6923076923076923 0.946969696969697 0.5901639344262295 0.8333333333333334 0.8372093023255814 0.59 0.0 0.69 0.0 0.858060039267197 0.9345794392523363 0.4878048780487805 1.0 0.3225806451612903 0.8771929824561403 1.0 0.607 0.0 0.65 0.0 0.8223462373117322 0.894308943089431 0.6242774566473989 0.9515570934256056 0.5142857142857142 0.843558282208589 0.7941176470588235 0.702 0.0 0.717 0.0 0.7992385625079649 0.8646616541353384 0.6949152542372881 0.9745762711864406 0.5540540540540541 0.777027027027027 0.9318181818181818 0.498 0.0 0.534 0.0 0.8487394871292286 0.9169054441260744 0.4727272727272728 0.935672514619883 0.41935483870967744 0.898876404494382 0.5416666666666666 0.44999998807907104
cross-encoder/quora-distilroberta-base 8 0.277 0.0 0.137 0.0 0.534411899026845 0.5288429476492164 0.5458052073288332 0.3864522417153996 0.8464606181455633 0.8373812038014784 0.40275142314990514 0.291 0.0 0.161 0.002 0.4297036028157303 0.42895442359249336 0.432 0.28368794326241137 0.8804347826086957 0.8791208791208791 0.2862190812720848 0.455 0.0 0.245 0.001 0.6206431156489626 0.6411483253588517 0.5762711864406779 0.5075757575757576 0.8360655737704918 0.8701298701298701 0.4396551724137931 0.137 0.066 0.17 0.022 0.1832841281702621 0.15853658536585366 0.303030303030303 0.08666666666666667 0.967741935483871 0.9285714285714286 0.17964071856287425 0.291 0.0 0.186 0.0 0.5190988020053358 0.5236907730673317 0.5064599483204135 0.3633217993079585 0.9333333333333333 0.9375 0.3475177304964539 0.264 0.0 0.145 0.045 0.5623779521756751 0.5180722891566264 0.6330275229357798 0.3644067796610169 0.9324324324324325 0.8958333333333334 0.4791666666666667 0.316 0.0 0.264 0.0 0.4993506954875268 0.5276595744680851 0.3431952662721893 0.36257309941520466 0.9354838709677419 0.96875 0.21014492753623187 0.0010000000474974513
cross-encoder/quora-distilroberta-base_mask 8 0.37 0.0 0.204 0.0 0.674048447554199 0.8253703317337785 0.3644646924829157 0.9639376218323586 0.23928215353938184 0.7216344399854068 0.7643312101910829 0.35 0.0 0.287 0.0 0.7787632189904787 0.8896 0.4390243902439024 0.9858156028368794 0.29347826086956524 0.8104956268221575 0.8709677419354839 0.466 0.0 0.325 0.0 0.7645316397272444 0.8657718120805369 0.5454545454545455 0.9772727272727273 0.39344262295081966 0.7771084337349398 0.8888888888888888 0.187 0.012 0.265 0.0 0.7845941072967276 0.91131498470948 0.1714285714285714 0.9933333333333333 0.0967741935483871 0.8418079096045198 0.75 0.366 0.0 0.231 0.0 0.7663798067513709 0.8767550702028082 0.4625850340136055 0.972318339100346 0.3238095238095238 0.7982954545454546 0.8095238095238095 0.466 0.0 0.203 0.005 0.703573010809853 0.8280701754385965 0.5050505050505051 1.0 0.33783783783783783 0.7065868263473054 1.0 0.275 0.0 0.284 0.0 0.8327469685170764 0.9157303370786517 0.375 0.9532163742690059 0.2903225806451613 0.8810810810810811 0.5294117647058824 0.0010000000474974513
cross-encoder/quora-roberta-base 8 0.349 0.0 0.289 0.0 0.309008806153759 0.2053959965187119 0.5209863588667366 0.11500974658869395 0.9900299102691924 0.959349593495935 0.3535065859736561 0.28 0.0 0.187 0.0 0.20014622744495203 0.13201320132013203 0.4089887640449438 0.07092198581560284 0.9891304347826086 0.9523809523809523 0.2577903682719547 0.438 0.0 0.327 0.0 0.32445147588450496 0.23841059602649003 0.5106382978723404 0.13636363636363635 0.9836065573770492 0.9473684210526315 0.3448275862068966 0.16 0.031 0.115 0.124 0.07237430593057229 0.02631578947368421 0.29523809523809524 0.013333333333333334 1.0 1.0 0.17318435754189945 0.274 0.0 0.264 0.0 0.19282610504683587 0.10491803278688526 0.4347826086956522 0.05536332179930796 1.0 1.0 0.2777777777777778 0.35 0.0 0.253 0.0 0.34743950457110095 0.1984732824427481 0.5849802371541502 0.11016949152542373 1.0 1.0 0.4134078212290503 0.243 0.0 0.333 0.0 0.07055976962014043 0.034482758620689655 0.2695652173913044 0.017543859649122806 1.0 1.0 0.15577889447236182 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 8 0.517 0.0 0.267 0.0 0.7698799609298999 0.8386187455954898 0.6292498650836481 0.8698830409356725 0.5812562313060817 0.8095238095238095 0.6858823529411765 0.542 0.0 0.327 0.0 0.8075701780716334 0.8756567425569177 0.5988700564971751 0.8865248226950354 0.5760869565217391 0.8650519031141869 0.6235294117647059 0.619 0.0 0.345 0.0 0.8182456457858833 0.8679245283018867 0.7107438016528925 0.8712121212121212 0.7049180327868853 0.8646616541353384 0.7166666666666667 0.428 0.0 0.306 0.0 0.7923998328613213 0.8823529411764707 0.3571428571428571 0.9 0.3225806451612903 0.8653846153846154 0.4 0.427 0.0 0.267 0.0 0.7599522538008897 0.8347826086956521 0.5539906103286385 0.8304498269896193 0.5619047619047619 0.8391608391608392 0.5462962962962963 0.562 0.0 0.301 0.0 0.7866169154228856 0.8400000000000001 0.7014925373134329 0.8898305084745762 0.6351351351351351 0.7954545454545454 0.7833333333333333 0.264 0.0 0.201 0.004 0.7498973266362665 0.8307692307692308 0.3037974683544304 0.7894736842105263 0.3870967741935484 0.8766233766233766 0.25 0.0020000000949949026
cross-encoder/quora-roberta-large 8 0.311 0.0 0.22 0.0 0.16229629456352607 0.0 0.4943321833415475 0.0 1.0 0.0 0.3283142389525368 0.39 0.0 0.335 0.0 0.09712882421794312 0.0 0.3948497854077253 0.0 1.0 0.0 0.24598930481283424 0.486 0.0 0.373 0.0 0.15180939170168498 0.0 0.4803149606299213 0.0 1.0 0.0 0.3160621761658031 0.237 0.001 0.3 0.0 0.05008860627540915 0.0 0.29245283018867924 0.0 1.0 0.0 0.1712707182320442 0.297 0.0 0.216 0.0 0.11215324049113455 0.0 0.4208416833667335 0.0 1.0 0.0 0.26649746192893403 0.379 0.0 0.269 0.0 0.2144423558897243 0.0 0.556390977443609 0.0 1.0 0.0 0.3854166666666667 0.274 0.0 0.233 0.001 0.040836272468448565 0.0 0.26609442060085836 0.0 1.0 0.0 0.15346534653465346 0.004999999888241291
cross-encoder/quora-roberta-large_mask 8 0.505 0.0 0.267 0.0 0.16229629456352607 0.0 0.4943321833415475 0.0 1.0 0.0 0.3283142389525368 0.528 0.0 0.34 0.0 0.09712882421794312 0.0 0.3948497854077253 0.0 1.0 0.0 0.24598930481283424 0.613 0.0 0.37 0.0 0.15180939170168498 0.0 0.4803149606299213 0.0 1.0 0.0 0.3160621761658031 0.377 0.0 0.238 0.001 0.05008860627540915 0.0 0.29245283018867924 0.0 1.0 0.0 0.1712707182320442 0.434 0.0 0.248 0.0 0.11215324049113455 0.0 0.4208416833667335 0.0 1.0 0.0 0.26649746192893403 0.522 0.0 0.298 0.0 0.2144423558897243 0.0 0.556390977443609 0.0 1.0 0.0 0.3854166666666667 0.332 0.0 0.048 0.495 0.040836272468448565 0.0 0.26609442060085836 0.0 1.0 0.0 0.15346534653465346 0.004999999888241291
all-mpnet-base-v2 9 0.572 0.0 0.564 0.0 0.6747772555099377 0.6459197786998616 0.6895087932080048 0.892925430210325 0.554904831625183 0.5059588299024919 0.910328262610088 0.415 0.0 0.424 0.0 0.5143922992760201 0.4564564564564565 0.5322997416020672 0.8941176470588236 0.37454545454545457 0.3064516129032258 0.9196428571428571 0.554 0.0 0.555 0.0 0.6508030048692215 0.5925925925925926 0.6764705882352942 0.8571428571428571 0.5433070866141733 0.4528301886792453 0.8961038961038961 0.284 0.0 0.31 0.0 0.36435938724586153 0.327485380116959 0.37158469945355194 0.9655172413793104 0.22972972972972974 0.19718309859154928 0.9714285714285714 0.542 0.0 0.57 0.0 0.773853228019431 0.5445544554455446 0.8277153558052434 0.7857142857142857 0.7416107382550335 0.4166666666666667 0.9364406779661016 0.493 0.0 0.48 0.0 0.6353953363709463 0.5853658536585367 0.66 0.8 0.5409836065573771 0.46153846153846156 0.8461538461538461 0.399 0.0 0.57 0.0 0.8980510964488679 0.3684210526315789 0.9281437125748503 0.7 0.8806818181818182 0.25 0.9810126582278481 0.559
all-mpnet-base-v2_mask 9 0.708 0.0 0.708 0.0 0.8250867068845524 0.7278318810866223 0.8747346072186837 0.6787762906309751 0.9048316251830161 0.7845303867403315 0.8465753424657534 0.529 0.0 0.594 0.0 0.8101922236784621 0.6057142857142856 0.8733944954128441 0.6235294117647059 0.8654545454545455 0.5888888888888889 0.8814814814814815 0.677 0.0 0.69 0.0 0.8210807671450897 0.6923076923076924 0.8778625954198473 0.6428571428571429 0.905511811023622 0.75 0.8518518518518519 0.319 0.0 0.449 0.0 0.8052966136842216 0.4788732394366197 0.8692579505300353 0.5862068965517241 0.831081081081081 0.40476190476190477 0.9111111111111111 0.61 0.0 0.692 0.0 0.8797683098250206 0.681159420289855 0.9264214046822743 0.6714285714285714 0.9295302013422819 0.6911764705882353 0.9233333333333333 0.651 0.0 0.651 0.0 0.8013255863607249 0.6949152542372882 0.853658536585366 0.6833333333333333 0.860655737704918 0.7068965517241379 0.8467741935483871 0.426 0.0 0.66 0.0 0.956989247311828 0.6 0.9772727272727273 0.6 0.9772727272727273 0.6 0.9772727272727273 0.559
multi-qa-mpnet-base-dot-v1 9 0.545 0.0 0.539 0.0 0.7003734695565506 0.645041014168531 0.7286202964652223 0.8269598470363289 0.623718887262079 0.5287286063569682 0.8759424263193969 0.457 0.0 0.459 0.0 0.6380053638118154 0.5104895104895105 0.6774193548387096 0.8588235294117647 0.5345454545454545 0.36318407960199006 0.9245283018867925 0.525 0.0 0.525 0.0 0.6792475988830587 0.6013071895424836 0.7136150234741785 0.8214285714285714 0.5984251968503937 0.4742268041237113 0.8837209302325582 0.368 0.0 0.392 0.0 0.6037822526251975 0.40601503759398494 0.6425339366515838 0.9310344827586207 0.4797297297297297 0.25961538461538464 0.9726027397260274 0.542 0.0 0.548 0.0 0.7966985027706734 0.5729166666666666 0.8492647058823529 0.7857142857142857 0.7751677852348994 0.45081967213114754 0.9390243902439024 0.443 0.0 0.444 0.0 0.7013653013653013 0.6363636363636364 0.7333333333333333 0.8166666666666667 0.6311475409836066 0.5212765957446809 0.875 0.517 0.0 0.579 0.0 0.8895553544862737 0.3157894736842105 0.9221556886227545 0.6 0.875 0.21428571428571427 0.9746835443037974 0.412
multi-qa-mpnet-base-dot-v1_mask 9 0.684 0.0 0.685 0.0 0.7859198551684792 0.6327751196172249 0.864099158919876 0.505736137667304 0.9526598340653978 0.8450479233226837 0.7906034831915756 0.527 0.0 0.548 0.0 0.8065661815661815 0.5540540540540541 0.8846153846153846 0.4823529411764706 0.92 0.6507936507936508 0.8518518518518519 0.626 0.0 0.623 0.0 0.780083072167366 0.5842696629213484 0.8664259927797834 0.4642857142857143 0.9448818897637795 0.7878787878787878 0.8 0.428 0.0 0.515 0.0 0.8372689840084269 0.5084745762711865 0.9016949152542374 0.5172413793103449 0.8986486486486487 0.5 0.9047619047619048 0.568 0.0 0.645 0.0 0.8811810036765336 0.6491228070175439 0.9356913183279743 0.5285714285714286 0.9765100671140939 0.8409090909090909 0.8981481481481481 0.569 0.0 0.594 0.0 0.8049943801131106 0.6597938144329898 0.8764044943820224 0.5333333333333333 0.9590163934426229 0.8648648648648649 0.8068965517241379 0.461 0.0 0.639 0.0 0.9592039269137914 0.588235294117647 0.9802816901408451 0.5 0.9886363636363636 0.7142857142857143 0.9720670391061452 0.412
all-distilroberta-v1 9 0.597 0.0 0.592 0.0 0.5876325376719447 0.6172688303735456 0.5725034199726402 0.9636711281070746 0.4084919472913616 0.4540540540540541 0.9565714285714285 0.452 0.0 0.469 0.0 0.4355287346860381 0.4450549450549451 0.4325842696629214 0.9529411764705882 0.28 0.2903225806451613 0.9506172839506173 0.546 0.0 0.555 0.0 0.5746614397719173 0.5714285714285714 0.5760869565217391 0.9285714285714286 0.41732283464566927 0.4126984126984127 0.9298245614035088 0.35 0.0 0.397 0.0 0.2855597956110372 0.31868131868131866 0.27906976744186046 1.0 0.16216216216216217 0.1895424836601307 1.0 0.591 0.0 0.617 0.0 0.7573992399040034 0.5726495726495726 0.8007968127490039 0.9571428571428572 0.674496644295302 0.40853658536585363 0.9852941176470589 0.535 0.0 0.532 0.0 0.5818942961800104 0.6031746031746031 0.5714285714285714 0.95 0.4098360655737705 0.4418604651162791 0.9433962264150944 0.535 0.0 0.629 0.0 0.8977891771617728 0.4444444444444445 0.9235474006116208 1.0 0.8579545454545454 0.2857142857142857 1.0 0.614
all-distilroberta-v1_mask 9 0.73 0.0 0.732 0.0 0.8335393114927917 0.7652877697841727 0.8683812405446294 0.8135755258126195 0.8404099560761347 0.7224108658743633 0.8982785602503912 0.521 0.0 0.586 0.0 0.7715952629745734 0.5656565656565656 0.8352490421455939 0.6588235294117647 0.7927272727272727 0.49557522123893805 0.8825910931174089 0.656 0.0 0.671 0.0 0.7784941081405627 0.6495726495726496 0.8353413654618473 0.6785714285714286 0.8188976377952756 0.6229508196721312 0.8524590163934426 0.332 0.0 0.464 0.0 0.7711484999620591 0.4444444444444444 0.8351648351648351 0.6206896551724138 0.7702702702702703 0.34615384615384615 0.912 0.644 0.0 0.709 0.0 0.901400211352657 0.7625 0.9340277777777777 0.8714285714285714 0.9026845637583892 0.6777777777777778 0.9676258992805755 0.68 0.0 0.702 0.0 0.8491680733060043 0.7878787878787877 0.8793103448275862 0.8666666666666667 0.8360655737704918 0.7222222222222222 0.9272727272727272 0.509 0.0 0.638 0.0 0.9532918944021719 0.6428571428571429 0.9709302325581396 0.9 0.9488636363636364 0.5 0.9940476190476191 0.614
all-MiniLM-L12-v2 9 0.561 0.0 0.553 0.0 0.5971717698982109 0.6159126365054602 0.5876046901172529 0.9435946462715105 0.4280136652025378 0.4571560907827698 0.936965811965812 0.457 0.0 0.469 0.0 0.49862102837281347 0.4682080924855492 0.5080213903743316 0.9529411764705882 0.34545454545454546 0.3103448275862069 0.9595959595959596 0.533 0.0 0.545 0.0 0.602736891406396 0.5966850828729282 0.6054054054054053 0.9642857142857143 0.4409448818897638 0.432 0.9655172413793104 0.343 0.0 0.36 0.0 0.3987021139563512 0.32727272727272727 0.4126984126984127 0.9310344827586207 0.2635135135135135 0.19852941176470587 0.9512195121951219 0.545 0.0 0.554 0.0 0.7258497902634585 0.5425101214574899 0.7689161554192229 0.9571428571428572 0.6308724832214765 0.3785310734463277 0.9842931937172775 0.462 0.0 0.455 0.0 0.5948415160778072 0.6096256684491979 0.5875706214689266 0.95 0.4262295081967213 0.44881889763779526 0.9454545454545454 0.484 0.0 0.585 0.0 0.8428453267162945 0.33333333333333337 0.8717948717948718 1.0 0.7727272727272727 0.2 1.0 0.571
all-MiniLM-L12-v2_mask 9 0.732 0.0 0.734 0.0 0.8411331780348473 0.7548125633232016 0.8851992409867173 0.7122370936902486 0.9106881405563689 0.802801724137931 0.8610982925703737 0.606 0.0 0.625 0.0 0.8291264929195963 0.6436781609195402 0.8864468864468864 0.6588235294117647 0.88 0.6292134831460674 0.8929889298892989 0.701 0.0 0.703 0.0 0.8383727990285367 0.7238095238095238 0.8888888888888888 0.6785714285714286 0.9133858267716536 0.7755102040816326 0.8656716417910447 0.483 0.0 0.512 0.0 0.8248225574991273 0.5217391304347826 0.8842105263157894 0.6206896551724138 0.8513513513513513 0.45 0.9197080291970803 0.627 0.0 0.692 0.0 0.8783537893372945 0.6716417910447762 0.9269102990033223 0.6428571428571429 0.9362416107382551 0.703125 0.9177631578947368 0.679 0.0 0.686 0.0 0.8145555971642928 0.7027027027027027 0.8695652173913043 0.65 0.9016393442622951 0.7647058823529411 0.8396946564885496 0.457 0.0 0.635 0.0 0.944462975093468 0.5217391304347826 0.9684813753581661 0.6 0.9602272727272727 0.46153846153846156 0.976878612716763 0.571
multi-qa-distilbert-cos-v1 9 0.575 0.0 0.565 0.0 0.5660605147729523 0.6070460704607046 0.5451376786336702 0.9636711281070746 0.3816495851634944 0.4430769230769231 0.9536585365853658 0.463 0.0 0.481 0.0 0.43022308022308015 0.45405405405405397 0.4228571428571428 0.9882352941176471 0.2690909090909091 0.29473684210526313 0.9866666666666667 0.518 0.0 0.538 0.0 0.588376983087607 0.5945945945945945 0.585635359116022 0.9821428571428571 0.41732283464566927 0.4263565891472868 0.9814814814814815 0.399 0.0 0.458 0.0 0.2591692484782446 0.31351351351351353 0.2485207100591716 1.0 0.14189189189189189 0.1858974358974359 1.0 0.553 0.0 0.554 0.0 0.703371324457456 0.5271317829457365 0.7447698744769874 0.9714285714285714 0.5973154362416108 0.3617021276595745 0.9888888888888889 0.476 0.0 0.474 0.0 0.5666291409405672 0.6010362694300517 0.5497076023391813 0.9666666666666667 0.38524590163934425 0.43609022556390975 0.9591836734693877 0.48 0.0 0.556 0.0 0.8240799864210602 0.3076923076923077 0.8534201954397395 1.0 0.7443181818181818 0.18181818181818182 1.0 0.581
multi-qa-distilbert-cos-v1_mask 9 0.731 0.0 0.733 0.0 0.8385650980862879 0.7498726439123791 0.8838419682990301 0.7036328871892925 0.9116642264519278 0.8026172300981461 0.8576675849403123 0.572 0.0 0.609 0.0 0.8181023956886025 0.6206896551724137 0.8791208791208791 0.6352941176470588 0.8727272727272727 0.6067415730337079 0.8856088560885609 0.685 0.0 0.7 0.0 0.814879186942374 0.6796116504854368 0.8745247148288974 0.625 0.905511811023622 0.7446808510638298 0.8455882352941176 0.42 0.0 0.485 0.0 0.8263456284210625 0.5352112676056338 0.88339222614841 0.6551724137931034 0.8445945945945946 0.4523809523809524 0.9259259259259259 0.607 0.0 0.681 0.0 0.8828297204927777 0.6906474820143885 0.9279731993299833 0.6857142857142857 0.9295302013422819 0.6956521739130435 0.9264214046822743 0.667 0.0 0.683 0.0 0.8206872492586779 0.7142857142857142 0.873015873015873 0.6666666666666666 0.9016393442622951 0.7692307692307693 0.8461538461538461 0.429 0.0 0.621 0.0 0.9479265146399322 0.5925925925925927 0.9681159420289855 0.8 0.9488636363636364 0.47058823529411764 0.9881656804733728 0.581
all-MiniLM-L6-v2 9 0.579 0.0 0.573 0.0 0.5919381057431345 0.6182266009852218 0.5785180149558123 0.9598470363288719 0.4153245485602733 0.45594913714804725 0.9529675251959686 0.459 0.0 0.474 0.0 0.4677160374729351 0.45633802816901403 0.4712328767123288 0.9529411764705882 0.31272727272727274 0.3 0.9555555555555556 0.552 0.0 0.562 0.0 0.5792349726775956 0.5792349726775956 0.5792349726775956 0.9464285714285714 0.41732283464566927 0.41732283464566927 0.9464285714285714 0.317 0.0 0.34 0.0 0.35656604596297153 0.32558139534883723 0.3626373626373627 0.9655172413793104 0.22297297297297297 0.1958041958041958 0.9705882352941176 0.573 0.0 0.596 0.0 0.7259016331229207 0.5387755102040817 0.769857433808554 0.9428571428571428 0.6342281879194631 0.37714285714285717 0.9792746113989638 0.509 0.0 0.509 0.0 0.6091481202431298 0.6120218579234973 0.6077348066298343 0.9333333333333333 0.45081967213114754 0.45528455284552843 0.9322033898305084 0.486 0.0 0.608 0.0 0.8353798126951094 0.32258064516129037 0.8645161290322582 1.0 0.7613636363636364 0.19230769230769232 1.0 0.579
all-MiniLM-L6-v2_mask 9 0.73 0.0 0.735 0.0 0.8401349507595978 0.7520408163265306 0.8851063829787233 0.7045889101338432 0.9136163982430454 0.8063457330415755 0.8583218707015131 0.579 0.0 0.624 0.0 0.8246410506985684 0.6272189349112426 0.8856624319419237 0.6235294117647059 0.8872727272727273 0.6309523809523809 0.8840579710144928 0.729 0.0 0.738 0.0 0.8536498056748781 0.7450980392156864 0.9015151515151516 0.6785714285714286 0.937007874015748 0.8260869565217391 0.8686131386861314 0.354 0.0 0.427 0.0 0.8017227980454428 0.44776119402985076 0.8710801393728224 0.5172413793103449 0.8445945945945946 0.39473684210526316 0.8992805755395683 0.645 0.0 0.707 0.0 0.907608695652174 0.7571428571428571 0.9429530201342282 0.7571428571428571 0.9429530201342282 0.7571428571428571 0.9429530201342282 0.694 0.0 0.708 0.0 0.8506473283801218 0.7692307692307692 0.8906882591093117 0.75 0.9016393442622951 0.7894736842105263 0.88 0.493 0.0 0.636 0.0 0.9646582568776614 0.6956521739130435 0.979942693409742 0.8 0.9715909090909091 0.6153846153846154 0.9884393063583815 0.579
multi-qa-MiniLM-L6-cos-v1 9 0.566 0.0 0.559 0.0 0.6096542056793424 0.6209294973126779 0.6038982490915098 0.9388145315487572 0.4460712542703758 0.46386395843174305 0.934560327198364 0.45 0.0 0.465 0.0 0.49862102837281347 0.4682080924855492 0.5080213903743316 0.9529411764705882 0.34545454545454546 0.3103448275862069 0.9595959595959596 0.529 0.0 0.539 0.0 0.6165449642341372 0.5988700564971752 0.6243386243386243 0.9464285714285714 0.4645669291338583 0.4380165289256198 0.9516129032258065 0.321 0.0 0.367 0.0 0.37971450539899043 0.33136094674556216 0.3891891891891892 0.9655172413793104 0.24324324324324326 0.2 0.972972972972973 0.544 0.0 0.563 0.0 0.7331871775976417 0.5338983050847458 0.7799999999999999 0.9 0.6543624161073825 0.3795180722891566 0.9653465346534653 0.506 0.0 0.487 0.0 0.6301677046357897 0.6136363636363636 0.6382978723404255 0.9 0.4918032786885246 0.46551724137931033 0.9090909090909091 0.43 0.0 0.549 0.0 0.8349875930521092 0.3 0.8653846153846154 0.9 0.7670454545454546 0.18 0.9926470588235294 0.55
multi-qa-MiniLM-L6-cos-v1_mask 9 0.726 0.0 0.73 0.0 0.8226174910715476 0.711864406779661 0.8791561568447605 0.6223709369024857 0.9355783308931186 0.8314176245210728 0.8291522491349481 0.573 0.0 0.604 0.0 0.8149689645250134 0.5911949685534591 0.8841354723707665 0.5529411764705883 0.9018181818181819 0.6351351351351351 0.8671328671328671 0.731 0.0 0.729 0.0 0.8412654587287892 0.7200000000000001 0.8947368421052632 0.6428571428571429 0.937007874015748 0.8181818181818182 0.8561151079136691 0.342 0.0 0.415 0.0 0.7923776692521306 0.3728813559322034 0.8745762711864407 0.3793103448275862 0.8716216216216216 0.36666666666666664 0.8775510204081632 0.587 0.0 0.677 0.0 0.889728785775841 0.6929133858267716 0.9359605911330049 0.6285714285714286 0.9563758389261745 0.7719298245614035 0.9163987138263665 0.671 0.0 0.682 0.0 0.8224362510076796 0.7047619047619048 0.8803088803088803 0.6166666666666667 0.9344262295081968 0.8222222222222222 0.8321167883211679 0.38 0.0 0.606 0.0 0.9588213936601034 0.6363636363636365 0.9771428571428572 0.7 0.9715909090909091 0.5833333333333334 0.9827586206896551 0.55
paraphrase-multilingual-mpnet-base-v2 9 0.618 0.0 0.595 0.0 0.5939072039167033 0.6220858895705522 0.5795221843003412 0.9694072657743786 0.4143484626647145 0.45799457994579945 0.963677639046538 0.474 0.0 0.486 0.0 0.4506138536424727 0.4644808743169399 0.4463276836158192 1.0 0.2872727272727273 0.302491103202847 1.0 0.61 0.0 0.612 0.0 0.6368111057292893 0.6256983240223464 0.6417112299465241 1.0 0.47244094488188976 0.45528455284552843 1.0 0.364 0.0 0.402 0.0 0.24108078594917481 0.3101604278074866 0.22754491017964074 1.0 0.12837837837837837 0.18354430379746836 1.0 0.594 0.0 0.599 0.0 0.7429179634137574 0.5546218487394958 0.7871485943775101 0.9428571428571428 0.6577181208053692 0.39285714285714285 0.98 0.54 0.0 0.514 0.0 0.5666291409405672 0.6010362694300517 0.5497076023391813 0.9666666666666667 0.38524590163934425 0.43609022556390975 0.9591836734693877 0.524 0.0 0.604 0.0 0.8814354455076561 0.3555555555555555 0.9113149847094801 0.8 0.8465909090909091 0.22857142857142856 0.9867549668874173 0.483
paraphrase-multilingual-mpnet-base-v2_mask 9 0.747 0.0 0.743 0.0 0.8483866301993124 0.7768281101614435 0.8849167482859941 0.7820267686424475 0.8818936066373841 0.7716981132075472 0.8879606879606879 0.6 0.0 0.646 0.0 0.8326050769870995 0.6666666666666666 0.8838951310861424 0.7294117647058823 0.8581818181818182 0.6138613861386139 0.9111969111969112 0.729 0.0 0.741 0.0 0.8462012543467462 0.7454545454545455 0.8906249999999999 0.7321428571428571 0.8976377952755905 0.7592592592592593 0.8837209302325582 0.444 0.0 0.535 0.0 0.8244383975424476 0.5526315789473684 0.8776978417266187 0.7241379310344828 0.8243243243243243 0.44680851063829785 0.9384615384615385 0.628 0.0 0.7 0.0 0.9001908371025359 0.7532467532467533 0.9347079037800687 0.8285714285714286 0.912751677852349 0.6904761904761905 0.9577464788732394 0.692 0.0 0.69 0.0 0.853982632903959 0.7906976744186046 0.8851063829787233 0.85 0.8524590163934426 0.7391304347826086 0.9203539823008849 0.435 0.0 0.616 0.0 0.9463481144061231 0.56 0.968299711815562 0.7 0.9545454545454546 0.4666666666666667 0.9824561403508771 0.483
paraphrase-albert-small-v2 9 0.567 0.0 0.549 0.0 0.6510573446006648 0.6347505858721125 0.6593818295348111 0.9063097514340345 0.5153733528550513 0.4884080370942813 0.9150779896013865 0.439 0.0 0.448 0.0 0.580922986478542 0.4952380952380952 0.6074074074074074 0.9176470588235294 0.44727272727272727 0.3391304347826087 0.9461538461538461 0.517 0.0 0.512 0.0 0.655025913650822 0.6060606060606061 0.6766169154228856 0.8928571428571429 0.5354330708661418 0.45871559633027525 0.918918918918919 0.327 0.0 0.381 0.0 0.5120372216683283 0.37333333333333335 0.5392156862745098 0.9655172413793104 0.3716216216216216 0.23140495867768596 0.9821428571428571 0.578 0.0 0.576 0.0 0.7984343988868842 0.594059405940594 0.846441947565543 0.8571428571428571 0.7583892617449665 0.45454545454545453 0.9576271186440678 0.522 0.0 0.484 0.0 0.688454784840327 0.6506024096385542 0.7070707070707071 0.9 0.5737704918032787 0.5094339622641509 0.9210526315789473 0.501 0.0 0.573 0.0 0.8965693804403482 0.33333333333333337 0.9285714285714285 0.6 0.8863636363636364 0.23076923076923078 0.975 0.505
paraphrase-albert-small-v2_mask 9 0.715 0.0 0.708 0.0 0.8046996816107916 0.6690099589923842 0.8739683247825117 0.5458891013384322 0.9560761346998536 0.8638426626323752 0.804847986852917 0.537 0.0 0.575 0.0 0.804127438152748 0.5323741007194245 0.8881239242685026 0.43529411764705883 0.9381818181818182 0.6851851851851852 0.8431372549019608 0.715 0.0 0.7 0.0 0.8018421601820278 0.6206896551724138 0.8817204301075268 0.48214285714285715 0.968503937007874 0.8709677419354839 0.8092105263157895 0.292 0.0 0.385 0.0 0.810574728522871 0.38461538461538464 0.8940397350993379 0.3448275862068966 0.9121621621621622 0.43478260869565216 0.8766233766233766 0.61 0.0 0.67 0.0 0.8864742359490482 0.6722689075630252 0.9367909238249595 0.5714285714285714 0.9697986577181208 0.8163265306122449 0.9059561128526645 0.658 0.0 0.662 0.0 0.8224362510076796 0.7047619047619048 0.8803088803088803 0.6166666666666667 0.9344262295081968 0.8222222222222222 0.8321167883211679 0.429 0.0 0.588 0.0 0.9481330827519329 0.4285714285714285 0.9776536312849162 0.3 0.9943181818181818 0.75 0.9615384615384616 0.505
paraphrase-multilingual-MiniLM-L12-v2 9 0.628 0.0 0.605 0.0 0.6908761964078481 0.6682610181072771 0.7024210848912045 0.9349904397705545 0.5592972181551976 0.5199362041467305 0.943986820428336 0.527 0.0 0.524 0.0 0.6150508842636044 0.5211726384364821 0.6440677966101694 0.9411764705882353 0.48363636363636364 0.36036036036036034 0.9637681159420289 0.612 0.0 0.596 0.0 0.6819094144520409 0.6341463414634146 0.7029702970297029 0.9285714285714286 0.5590551181102362 0.48148148148148145 0.9466666666666667 0.422 0.0 0.453 0.0 0.5555533710405588 0.3916083916083916 0.5876777251184834 0.9655172413793104 0.4189189189189189 0.24561403508771928 0.9841269841269841 0.584 0.0 0.574 0.0 0.7546820513650292 0.5550660792951542 0.8015717092337917 0.9 0.6845637583892618 0.4012738853503185 0.966824644549763 0.514 0.0 0.505 0.0 0.6588431391264064 0.6358381502890174 0.6701570680628273 0.9166666666666666 0.5245901639344263 0.48672566371681414 0.927536231884058 0.533 0.0 0.568 0.0 0.8490941743122713 0.2962962962962963 0.8805031446540881 0.8 0.7954545454545454 0.18181818181818182 0.9859154929577465 0.47
paraphrase-multilingual-MiniLM-L12-v2_mask 9 0.735 0.0 0.732 0.0 0.8323231558699234 0.7294372294372294 0.8848456932289268 0.6443594646271511 0.9375305026842362 0.8403990024937655 0.837767117313563 0.576 0.0 0.607 0.0 0.8336591501485119 0.6282051282051282 0.8971631205673759 0.5764705882352941 0.92 0.6901408450704225 0.8754325259515571 0.701 0.0 0.699 0.0 0.8400619851561862 0.7142857142857143 0.8955223880597015 0.625 0.9448818897637795 0.8333333333333334 0.851063829787234 0.387 0.0 0.478 0.0 0.8305084745762713 0.4827586206896552 0.8986486486486488 0.4827586206896552 0.8986486486486487 0.4827586206896552 0.8986486486486487 0.636 0.0 0.688 0.0 0.8918479683960061 0.706766917293233 0.9353233830845771 0.6714285714285714 0.9463087248322147 0.746031746031746 0.9245901639344263 0.684 0.0 0.688 0.0 0.8309171143816813 0.7272727272727272 0.8818897637795275 0.6666666666666666 0.9180327868852459 0.8 0.8484848484848485 0.485 0.0 0.615 0.0 0.9545606159855649 0.608695652173913 0.9742120343839542 0.7 0.9659090909090909 0.5384615384615384 0.9826589595375722 0.47
paraphrase-MiniLM-L3-v2 9 0.548 0.0 0.534 0.0 0.5633851196651822 0.6028390214436726 0.5432441820076415 0.9541108986615678 0.3816495851634944 0.4406181015452539 0.9421686746987952 0.333 0.0 0.368 0.0 0.3605274493334194 0.42597402597402595 0.34029850746268653 0.9647058823529412 0.20727272727272728 0.2733333333333333 0.95 0.486 0.0 0.487 0.0 0.5310910118711135 0.5624999999999999 0.5172413793103448 0.9642857142857143 0.3543307086614173 0.39705882352941174 0.9574468085106383 0.151 0.045 0.234 0.002 0.17218429137436703 0.2901554404145078 0.14906832298136646 0.9655172413793104 0.08108108108108109 0.17073170731707318 0.9230769230769231 0.489 0.0 0.523 0.0 0.7089761570827489 0.5 0.7580645161290323 0.8571428571428571 0.6308724832214765 0.35294117647058826 0.9494949494949495 0.45 0.0 0.423 0.0 0.5239353449867022 0.5549738219895288 0.5086705202312138 0.8833333333333333 0.36065573770491804 0.40458015267175573 0.8627450980392157 0.391 0.0 0.494 0.0 0.8590641689613027 0.2857142857142857 0.891640866873065 0.7 0.8181818181818182 0.1794871794871795 0.9795918367346939 0.566
paraphrase-MiniLM-L3-v2_mask 9 0.708 0.0 0.711 0.0 0.8225976762817392 0.7147470398277718 0.8776546629732226 0.6347992351816444 0.9277696437286481 0.8177339901477833 0.832676303109943 0.562 0.0 0.595 0.0 0.8214860823556475 0.6190476190476191 0.8840579710144927 0.611764705882353 0.8872727272727273 0.6265060240963856 0.8808664259927798 0.722 0.0 0.707 0.0 0.8597569598048287 0.7572815533980581 0.9049429657794676 0.6964285714285714 0.937007874015748 0.8297872340425532 0.875 0.308 0.0 0.418 0.0 0.7888569585361563 0.39999999999999997 0.8650519031141869 0.4482758620689655 0.8445945945945946 0.3611111111111111 0.8865248226950354 0.529 0.0 0.635 0.0 0.8872818935926773 0.6875 0.9342105263157895 0.6285714285714286 0.9530201342281879 0.7586206896551724 0.9161290322580645 0.606 0.0 0.634 0.0 0.824749490480737 0.7155963302752293 0.8784313725490196 0.65 0.9180327868852459 0.7959183673469388 0.8421052631578947 0.317 0.0 0.54 0.0 0.9504080955381234 0.5263157894736842 0.9745042492917847 0.5 0.9772727272727273 0.5555555555555556 0.9717514124293786 0.566
distiluse-base-multilingual-cased-v1 9 0.598 0.0 0.594 0.0 0.6660730757241164 0.6470985155195682 0.675759454432734 0.9168260038240917 0.531966813079551 0.5 0.9260832625318607 0.426 0.0 0.457 0.0 0.5346930846930847 0.4727272727272728 0.5538461538461539 0.9176470588235294 0.3927272727272727 0.3183673469387755 0.9391304347826087 0.52 0.0 0.523 0.0 0.6213213069781649 0.5798816568047337 0.6395939086294417 0.875 0.49606299212598426 0.4336283185840708 0.9 0.297 0.0 0.362 0.0 0.4489420848044908 0.36024844720496896 0.4663212435233161 1.0 0.30405405405405406 0.2196969696969697 1.0 0.547 0.0 0.571 0.0 0.7848129167355486 0.580952380952381 0.8326996197718631 0.8714285714285714 0.7348993288590604 0.4357142857142857 0.9605263157894737 0.502 0.0 0.486 0.0 0.648928019530692 0.6198830409356725 0.6632124352331606 0.8833333333333333 0.5245901639344263 0.4774774774774775 0.9014084507042254 0.438 0.0 0.561 0.0 0.9029376771312256 0.4102564102564103 0.9309309309309309 0.8 0.8806818181818182 0.27586206896551724 0.9872611464968153 0.552
distiluse-base-multilingual-cased-v1_mask 9 0.701 0.0 0.713 0.0 0.7649549502392362 0.5791855203619909 0.8597889295713977 0.42829827915869984 0.9741337237676916 0.8942115768463074 0.7694680030840401 0.598 0.0 0.639 0.0 0.793435045258912 0.45614035087719307 0.8976897689768978 0.3058823529411765 0.9890909090909091 0.896551724137931 0.8217522658610272 0.71 0.0 0.71 0.0 0.7825463273646573 0.5679012345679012 0.8771929824561403 0.4107142857142857 0.984251968503937 0.92 0.7911392405063291 0.413 0.0 0.48 0.0 0.7956165488242155 0.18181818181818182 0.9158878504672897 0.10344827586206896 0.9932432432432432 0.75 0.8497109826589595 0.549 0.0 0.651 0.0 0.8815713132415838 0.6422018348623854 0.937799043062201 0.5 0.9865771812080537 0.8974358974358975 0.8936170212765957 0.624 0.0 0.66 0.0 0.7994203598599204 0.6373626373626374 0.8791208791208792 0.48333333333333334 0.9836065573770492 0.9354838709677419 0.7947019867549668 0.39 0.0 0.618 0.0 0.9660409452645646 0.6666666666666665 0.983050847457627 0.6 0.9886363636363636 0.75 0.9775280898876404 0.552
distiluse-base-multilingual-cased-v2 9 0.598 0.0 0.593 0.0 0.642845664649612 0.6393229166666667 0.6446440025657472 0.9388145315487572 0.4904831625183016 0.4846989141164857 0.9401309635173059 0.408 0.0 0.442 0.0 0.47266139657444 0.45454545454545453 0.47826086956521735 0.9411764705882353 0.32 0.299625468164794 0.946236559139785 0.51 0.0 0.517 0.0 0.6010458336601564 0.5795454545454545 0.6105263157894737 0.9107142857142857 0.4566929133858268 0.425 0.9206349206349206 0.289 0.0 0.365 0.0 0.33584439904664626 0.32954545454545453 0.3370786516853933 1.0 0.20270270270270271 0.19727891156462585 1.0 0.554 0.0 0.583 0.0 0.7591225463137166 0.5520361990950226 0.8077669902912621 0.8714285714285714 0.697986577181208 0.40397350993377484 0.9585253456221198 0.506 0.0 0.493 0.0 0.6132491635981168 0.5988700564971752 0.6203208556149733 0.8833333333333333 0.47540983606557374 0.452991452991453 0.8923076923076924 0.442 0.0 0.592 0.0 0.8850106096368883 0.3636363636363636 0.9146341463414636 0.8 0.8522727272727273 0.23529411764705882 0.9868421052631579 0.554
distiluse-base-multilingual-cased-v2_mask 9 0.705 0.0 0.717 0.0 0.7737329605581637 0.6002522068095839 0.8622936576889662 0.45506692160611856 0.9687652513421181 0.8814814814814815 0.776908023483366 0.595 0.0 0.643 0.0 0.8079457517893458 0.5042016806722689 0.9018302828618968 0.35294117647058826 0.9854545454545455 0.8823529411764706 0.8312883435582822 0.713 0.0 0.713 0.0 0.7825463273646573 0.5679012345679012 0.8771929824561403 0.4107142857142857 0.984251968503937 0.92 0.7911392405063291 0.406 0.0 0.486 0.0 0.8330152779502931 0.368421052631579 0.9240506329113924 0.2413793103448276 0.9864864864864865 0.7777777777777778 0.8690476190476191 0.563 0.0 0.669 0.0 0.8886550724637682 0.6666666666666666 0.9408 0.5285714285714286 0.9865771812080537 0.9024390243902439 0.8990825688073395 0.647 0.0 0.681 0.0 0.8115767016865918 0.6593406593406593 0.8864468864468864 0.5 0.9918032786885246 0.967741935483871 0.8013245033112583 0.394 0.0 0.637 0.0 0.967741935483871 0.7 0.9829545454545454 0.7 0.9829545454545454 0.7 0.9829545454545454 0.554
multi-qa-MiniLM-L6-dot-v1 9 0.499 0.0 0.502 0.0 0.6573381774465786 0.6195499296765119 0.676628810520024 0.8422562141491395 0.552464616886286 0.4899888765294772 0.8727833461835004 0.388 0.0 0.412 0.0 0.5970209339774557 0.49673202614379086 0.6280193236714976 0.8941176470588236 0.4727272727272727 0.3438914027149321 0.935251798561151 0.494 0.0 0.515 0.0 0.6775539059738424 0.6211180124223602 0.7024390243902439 0.8928571428571429 0.5669291338582677 0.47619047619047616 0.9230769230769231 0.233 0.002 0.267 0.0 0.5228448625415619 0.35862068965517246 0.5550239234449761 0.896551724137931 0.3918918918918919 0.22413793103448276 0.9508196721311475 0.456 0.0 0.466 0.0 0.7499697348614573 0.5048543689320388 0.8075471698113207 0.7428571428571429 0.7181208053691275 0.38235294117647056 0.9224137931034483 0.403 0.0 0.392 0.0 0.6426069685831993 0.567741935483871 0.679425837320574 0.7333333333333333 0.5819672131147541 0.4631578947368421 0.8160919540229885 0.342 0.0 0.433 0.0 0.8599313104801763 0.3137254901960785 0.8909657320872274 0.8 0.8125 0.1951219512195122 0.9862068965517241 0.275
multi-qa-MiniLM-L6-dot-v1_mask 9 0.585 0.0 0.599 0.0 0.7787905292648098 0.642430819316332 0.8484011962272832 0.5659655831739961 0.8999511957052221 0.7427854454203262 0.8024369016536118 0.4 0.0 0.45 0.0 0.7282818379472655 0.45054945054945056 0.8141263940520447 0.4823529411764706 0.7963636363636364 0.422680412371134 0.8326996197718631 0.615 0.0 0.625 0.0 0.7667005909776217 0.5858585858585859 0.846441947565543 0.5178571428571429 0.889763779527559 0.6744186046511628 0.8071428571428572 0.148 0.05 0.246 0.001 0.7014923161279806 0.2891566265060241 0.7822878228782287 0.41379310344827586 0.7162162162162162 0.2222222222222222 0.8617886178861789 0.447 0.0 0.501 0.0 0.8411182386948602 0.5555555555555556 0.9081967213114754 0.5 0.9295302013422819 0.625 0.8878205128205128 0.504 0.0 0.507 0.0 0.7616733678548985 0.594059405940594 0.844106463878327 0.5 0.9098360655737705 0.7317073170731707 0.7872340425531915 0.292 0.0 0.424 0.0 0.9268383378265316 0.4 0.9567723342939481 0.5 0.9431818181818182 0.3333333333333333 0.9707602339181286 0.275
multi-qa-distilbert-dot-v1 9 0.552 0.0 0.551 0.0 0.6323841429097785 0.6236842105263158 0.6368253968253968 0.9063097514340345 0.4895070766227428 0.4754262788365095 0.9109900090826522 0.444 0.0 0.471 0.0 0.5368701303296166 0.47734138972809675 0.5552699228791773 0.9294117647058824 0.3927272727272727 0.32113821138211385 0.9473684210526315 0.542 0.0 0.557 0.0 0.6533223232898692 0.6153846153846153 0.6700507614213197 0.9285714285714286 0.5196850393700787 0.46017699115044247 0.9428571428571428 0.315 0.0 0.356 0.0 0.42043314500941614 0.33333333333333326 0.43749999999999994 0.9310344827586207 0.28378378378378377 0.20300751879699247 0.9545454545454546 0.512 0.0 0.519 0.0 0.7513331475287998 0.5277777777777778 0.803846153846154 0.8142857142857143 0.7013422818791947 0.3904109589041096 0.9414414414414415 0.452 0.0 0.43 0.0 0.629003386655595 0.5868263473053892 0.6497461928934011 0.8166666666666667 0.5245901639344263 0.45794392523364486 0.8533333333333334 0.412 0.0 0.513 0.0 0.8671176450206568 0.326530612244898 0.8978328173374613 0.8 0.8238636363636364 0.20512820512820512 0.9863945578231292 0.513
multi-qa-distilbert-dot-v1_mask 9 0.674 0.0 0.682 0.0 0.7936052789413894 0.6544202066590126 0.864658273381295 0.5449330783938815 0.9385065885797951 0.8189655172413793 0.8015839933305544 0.51 0.0 0.568 0.0 0.8029198583312742 0.5526315789473685 0.8802816901408451 0.49411764705882355 0.9090909090909091 0.6268656716417911 0.8532423208191127 0.665 0.0 0.675 0.0 0.7939776070923613 0.6153846153846154 0.8727272727272728 0.5 0.9448818897637795 0.8 0.8108108108108109 0.307 0.0 0.424 0.0 0.8171894544085532 0.4590163934426229 0.8873720136518771 0.4827586206896552 0.8783783783783784 0.4375 0.896551724137931 0.514 0.0 0.59 0.0 0.8467925873129009 0.5714285714285714 0.9114754098360656 0.5142857142857142 0.9328859060402684 0.6428571428571429 0.8910256410256411 0.581 0.0 0.606 0.0 0.7700760777683854 0.6153846153846153 0.8461538461538461 0.5333333333333333 0.9016393442622951 0.7272727272727273 0.7971014492753623 0.328 0.0 0.508 0.0 0.9279374389051807 0.3636363636363636 0.96 0.4 0.9545454545454546 0.3333333333333333 0.9655172413793104 0.513
multi-qa-mpnet-base-dot-v1 9 0.545 0.0 0.539 0.0 0.7003734695565506 0.645041014168531 0.7286202964652223 0.8269598470363289 0.623718887262079 0.5287286063569682 0.8759424263193969 0.457 0.0 0.459 0.0 0.6380053638118154 0.5104895104895105 0.6774193548387096 0.8588235294117647 0.5345454545454545 0.36318407960199006 0.9245283018867925 0.525 0.0 0.525 0.0 0.6792475988830587 0.6013071895424836 0.7136150234741785 0.8214285714285714 0.5984251968503937 0.4742268041237113 0.8837209302325582 0.368 0.0 0.392 0.0 0.6037822526251975 0.40601503759398494 0.6425339366515838 0.9310344827586207 0.4797297297297297 0.25961538461538464 0.9726027397260274 0.542 0.0 0.548 0.0 0.7966985027706734 0.5729166666666666 0.8492647058823529 0.7857142857142857 0.7751677852348994 0.45081967213114754 0.9390243902439024 0.443 0.0 0.444 0.0 0.7013653013653013 0.6363636363636364 0.7333333333333333 0.8166666666666667 0.6311475409836066 0.5212765957446809 0.875 0.517 0.0 0.579 0.0 0.8895553544862737 0.3157894736842105 0.9221556886227545 0.6 0.875 0.21428571428571427 0.9746835443037974 0.412
multi-qa-mpnet-base-dot-v1_mask 9 0.684 0.0 0.685 0.0 0.7859198551684792 0.6327751196172249 0.864099158919876 0.505736137667304 0.9526598340653978 0.8450479233226837 0.7906034831915756 0.527 0.0 0.548 0.0 0.8065661815661815 0.5540540540540541 0.8846153846153846 0.4823529411764706 0.92 0.6507936507936508 0.8518518518518519 0.626 0.0 0.623 0.0 0.780083072167366 0.5842696629213484 0.8664259927797834 0.4642857142857143 0.9448818897637795 0.7878787878787878 0.8 0.428 0.0 0.515 0.0 0.8372689840084269 0.5084745762711865 0.9016949152542374 0.5172413793103449 0.8986486486486487 0.5 0.9047619047619048 0.568 0.0 0.645 0.0 0.8811810036765336 0.6491228070175439 0.9356913183279743 0.5285714285714286 0.9765100671140939 0.8409090909090909 0.8981481481481481 0.569 0.0 0.594 0.0 0.8049943801131106 0.6597938144329898 0.8764044943820224 0.5333333333333333 0.9590163934426229 0.8648648648648649 0.8068965517241379 0.461 0.0 0.639 0.0 0.9592039269137914 0.588235294117647 0.9802816901408451 0.5 0.9886363636363636 0.7142857142857143 0.9720670391061452 0.412
multi-qa-MiniLM-L6-cos-v1 9 0.566 0.0 0.559 0.0 0.6096542056793424 0.6209294973126779 0.6038982490915098 0.9388145315487572 0.4460712542703758 0.46386395843174305 0.934560327198364 0.45 0.0 0.465 0.0 0.49862102837281347 0.4682080924855492 0.5080213903743316 0.9529411764705882 0.34545454545454546 0.3103448275862069 0.9595959595959596 0.529 0.0 0.539 0.0 0.6165449642341372 0.5988700564971752 0.6243386243386243 0.9464285714285714 0.4645669291338583 0.4380165289256198 0.9516129032258065 0.321 0.0 0.367 0.0 0.37971450539899043 0.33136094674556216 0.3891891891891892 0.9655172413793104 0.24324324324324326 0.2 0.972972972972973 0.544 0.0 0.563 0.0 0.7331871775976417 0.5338983050847458 0.7799999999999999 0.9 0.6543624161073825 0.3795180722891566 0.9653465346534653 0.506 0.0 0.487 0.0 0.6301677046357897 0.6136363636363636 0.6382978723404255 0.9 0.4918032786885246 0.46551724137931033 0.9090909090909091 0.43 0.0 0.549 0.0 0.8349875930521092 0.3 0.8653846153846154 0.9 0.7670454545454546 0.18 0.9926470588235294 0.55
multi-qa-MiniLM-L6-cos-v1_mask 9 0.726 0.0 0.73 0.0 0.8226174910715476 0.711864406779661 0.8791561568447605 0.6223709369024857 0.9355783308931186 0.8314176245210728 0.8291522491349481 0.573 0.0 0.604 0.0 0.8149689645250134 0.5911949685534591 0.8841354723707665 0.5529411764705883 0.9018181818181819 0.6351351351351351 0.8671328671328671 0.731 0.0 0.729 0.0 0.8412654587287892 0.7200000000000001 0.8947368421052632 0.6428571428571429 0.937007874015748 0.8181818181818182 0.8561151079136691 0.342 0.0 0.415 0.0 0.7923776692521306 0.3728813559322034 0.8745762711864407 0.3793103448275862 0.8716216216216216 0.36666666666666664 0.8775510204081632 0.587 0.0 0.677 0.0 0.889728785775841 0.6929133858267716 0.9359605911330049 0.6285714285714286 0.9563758389261745 0.7719298245614035 0.9163987138263665 0.671 0.0 0.682 0.0 0.8224362510076796 0.7047619047619048 0.8803088803088803 0.6166666666666667 0.9344262295081968 0.8222222222222222 0.8321167883211679 0.38 0.0 0.606 0.0 0.9588213936601034 0.6363636363636365 0.9771428571428572 0.7 0.9715909090909091 0.5833333333333334 0.9827586206896551 0.55
multi-qa-distilbert-cos-v1 9 0.575 0.0 0.565 0.0 0.5660605147729523 0.6070460704607046 0.5451376786336702 0.9636711281070746 0.3816495851634944 0.4430769230769231 0.9536585365853658 0.463 0.0 0.481 0.0 0.43022308022308015 0.45405405405405397 0.4228571428571428 0.9882352941176471 0.2690909090909091 0.29473684210526313 0.9866666666666667 0.518 0.0 0.538 0.0 0.588376983087607 0.5945945945945945 0.585635359116022 0.9821428571428571 0.41732283464566927 0.4263565891472868 0.9814814814814815 0.399 0.0 0.458 0.0 0.2591692484782446 0.31351351351351353 0.2485207100591716 1.0 0.14189189189189189 0.1858974358974359 1.0 0.553 0.0 0.554 0.0 0.703371324457456 0.5271317829457365 0.7447698744769874 0.9714285714285714 0.5973154362416108 0.3617021276595745 0.9888888888888889 0.476 0.0 0.474 0.0 0.5666291409405672 0.6010362694300517 0.5497076023391813 0.9666666666666667 0.38524590163934425 0.43609022556390975 0.9591836734693877 0.48 0.0 0.556 0.0 0.8240799864210602 0.3076923076923077 0.8534201954397395 1.0 0.7443181818181818 0.18181818181818182 1.0 0.581
multi-qa-distilbert-cos-v1_mask 9 0.731 0.0 0.733 0.0 0.8385650980862879 0.7498726439123791 0.8838419682990301 0.7036328871892925 0.9116642264519278 0.8026172300981461 0.8576675849403123 0.572 0.0 0.609 0.0 0.8181023956886025 0.6206896551724137 0.8791208791208791 0.6352941176470588 0.8727272727272727 0.6067415730337079 0.8856088560885609 0.685 0.0 0.7 0.0 0.814879186942374 0.6796116504854368 0.8745247148288974 0.625 0.905511811023622 0.7446808510638298 0.8455882352941176 0.42 0.0 0.485 0.0 0.8263456284210625 0.5352112676056338 0.88339222614841 0.6551724137931034 0.8445945945945946 0.4523809523809524 0.9259259259259259 0.607 0.0 0.681 0.0 0.8828297204927777 0.6906474820143885 0.9279731993299833 0.6857142857142857 0.9295302013422819 0.6956521739130435 0.9264214046822743 0.667 0.0 0.683 0.0 0.8206872492586779 0.7142857142857142 0.873015873015873 0.6666666666666666 0.9016393442622951 0.7692307692307693 0.8461538461538461 0.429 0.0 0.621 0.0 0.9479265146399322 0.5925925925925927 0.9681159420289855 0.8 0.9488636363636364 0.47058823529411764 0.9881656804733728 0.581
multi-qa-mpnet-base-cos-v1 9 0.587 0.0 0.577 0.0 0.6913265241649553 0.6536550745209367 0.7105575326215896 0.8804971319311663 0.5846754514397267 0.5197516930022573 0.9055177626606198 0.467 0.0 0.471 0.0 0.5432003513708906 0.480243161094225 0.5626598465473146 0.9294117647058824 0.4 0.3237704918032787 0.9482758620689655 0.557 0.0 0.555 0.0 0.6426553178526344 0.6035502958579881 0.6598984771573604 0.9107142857142857 0.5118110236220472 0.45132743362831856 0.9285714285714286 0.358 0.0 0.394 0.0 0.4452530723979265 0.35 0.4639175257731959 0.9655172413793104 0.30405405405405406 0.21374045801526717 0.9782608695652174 0.589 0.0 0.579 0.0 0.7752772576695952 0.5660377358490566 0.8244274809160305 0.8571428571428571 0.7248322147651006 0.4225352112676056 0.9557522123893806 0.518 0.0 0.496 0.0 0.6726439389755972 0.6303030303030304 0.693467336683417 0.8666666666666667 0.5655737704918032 0.49523809523809526 0.8961038961038961 0.55 0.0 0.598 0.0 0.8742825968357885 0.3404255319148936 0.9046153846153847 0.8 0.8352272727272727 0.21621621621621623 0.9865771812080537 0.517
multi-qa-mpnet-base-cos-v1_mask 9 0.733 0.0 0.734 0.0 0.8194972308292907 0.6973532796317606 0.8818508535489669 0.5793499043977055 0.9580283064909713 0.8757225433526011 0.8168955472326259 0.573 0.0 0.616 0.0 0.8418577727027626 0.6451612903225806 0.902654867256637 0.5882352941176471 0.9272727272727272 0.7142857142857143 0.8793103448275862 0.706 0.0 0.703 0.0 0.8438856502456309 0.7157894736842105 0.9003690036900368 0.6071428571428571 0.9606299212598425 0.8717948717948718 0.8472222222222222 0.393 0.0 0.519 0.0 0.843906376109766 0.5333333333333333 0.9047619047619049 0.5517241379310345 0.8986486486486487 0.5161290322580645 0.910958904109589 0.638 0.0 0.696 0.0 0.8939025543528717 0.6991869918699187 0.9396411092985318 0.6142857142857143 0.9664429530201343 0.8113207547169812 0.9142857142857143 0.66 0.0 0.679 0.0 0.8338919767491195 0.7238095238095237 0.888030888030888 0.6333333333333333 0.9426229508196722 0.8444444444444444 0.8394160583941606 0.53 0.0 0.659 0.0 0.9547212603527531 0.5555555555555556 0.9774011299435029 0.5 0.9829545454545454 0.625 0.9719101123595506 0.517
msmarco-distilbert-base-tas-b 9 0.491 0.0 0.484 0.0 0.5913847510880085 0.6100530752419607 0.581854703716103 0.9340344168260039 0.42410932162030257 0.4529439035697728 0.9264392324093816 0.347 0.0 0.366 0.0 0.4113719860455065 0.4262295081967213 0.4067796610169492 0.9176470588235294 0.26181818181818184 0.2775800711743772 0.9113924050632911 0.516 0.0 0.517 0.0 0.5554471417346156 0.5621621621621621 0.5524861878453039 0.9285714285714286 0.3937007874015748 0.40310077519379844 0.9259259259259259 0.161 0.032 0.178 0.018 0.25973508593116956 0.287292817679558 0.2543352601156069 0.896551724137931 0.14864864864864866 0.17105263157894737 0.88 0.499 0.0 0.474 0.0 0.6741947334204845 0.4806201550387597 0.7196652719665273 0.8857142857142857 0.5771812080536913 0.32978723404255317 0.9555555555555556 0.454 0.0 0.43 0.0 0.599639770910489 0.5966850828729282 0.6010928961748634 0.9 0.45081967213114754 0.4462809917355372 0.9016393442622951 0.426 0.0 0.415 0.0 0.7617457082738658 0.20779220779220778 0.7932203389830509 0.8 0.6647727272727273 0.11940298507462686 0.9831932773109243 0.177
msmarco-distilbert-base-tas-b_mask 9 0.685 0.0 0.679 0.0 0.8124401503117181 0.6960784313725491 0.8718419843821773 0.6108986615678776 0.9263055148853099 0.8088607594936709 0.8234273318872017 0.498 0.0 0.518 0.0 0.7607812951504099 0.5291005291005291 0.8323917137476459 0.5882352941176471 0.8036363636363636 0.4807692307692308 0.86328125 0.712 0.0 0.703 0.0 0.8210807671450897 0.6923076923076924 0.8778625954198473 0.6428571428571429 0.905511811023622 0.75 0.8518518518518519 0.23 0.002 0.282 0.0 0.7129511094967884 0.32941176470588235 0.7881040892193308 0.4827586206896552 0.7162162162162162 0.25 0.8760330578512396 0.519 0.0 0.563 0.0 0.8641166782411361 0.631578947368421 0.9187396351575456 0.6 0.9295302013422819 0.6666666666666666 0.9081967213114754 0.609 0.0 0.614 0.0 0.8185286935286936 0.7037037037037038 0.875 0.6333333333333333 0.9180327868852459 0.7916666666666666 0.835820895522388 0.325 0.0 0.416 0.0 0.9170834495367358 0.32 0.9510086455331412 0.4 0.9375 0.26666666666666666 0.9649122807017544 0.177
msmarco-distilbert-dot-v5 9 0.511 0.0 0.501 0.0 0.5969666917903416 0.6120012566760917 0.5892916528101099 0.9311663479923518 0.4324060517325525 0.45577912962096395 0.9248434237995825 0.42 0.0 0.439 0.0 0.4388888888888889 0.4388888888888889 0.4388888888888889 0.9294117647058824 0.2872727272727273 0.2872727272727273 0.9294117647058824 0.516 0.0 0.523 0.0 0.5728540881783932 0.5760869565217391 0.5714285714285714 0.9464285714285714 0.4094488188976378 0.4140625 0.9454545454545454 0.299 0.0 0.331 0.0 0.3020737752693571 0.29545454545454547 0.30337078651685395 0.896551724137931 0.18243243243243243 0.17687074829931973 0.9 0.533 0.0 0.53 0.0 0.718457684737878 0.5359999999999999 0.7613168724279835 0.9571428571428572 0.6208053691275168 0.37222222222222223 0.9840425531914894 0.502 0.0 0.473 0.0 0.6201580323489571 0.6229508196721312 0.6187845303867403 0.95 0.45901639344262296 0.4634146341463415 0.9491525423728814 0.421 0.0 0.469 0.0 0.8164718449003001 0.29850746268656714 0.8459016393442622 1.0 0.7329545454545454 0.17543859649122806 1.0 0.21
msmarco-distilbert-dot-v5_mask 9 0.708 0.0 0.715 0.0 0.829167282953846 0.7182072829131654 0.8858115777525538 0.612810707456979 0.9521717911176184 0.8673883626522327 0.8280984719864176 0.551 0.0 0.596 0.0 0.8275756127311741 0.6040268456375839 0.8966725043782837 0.5294117647058824 0.9309090909090909 0.703125 0.8648648648648649 0.679 0.0 0.689 0.0 0.8222262571101812 0.6804123711340206 0.8847583643122676 0.5892857142857143 0.937007874015748 0.8048780487804879 0.8380281690140845 0.356 0.0 0.414 0.0 0.8342528874575119 0.4615384615384615 0.9072847682119204 0.41379310344827586 0.9256756756756757 0.5217391304347826 0.8896103896103896 0.59 0.0 0.653 0.0 0.9028556958080101 0.7258064516129034 0.9444444444444445 0.6428571428571429 0.9697986577181208 0.8333333333333334 0.9203821656050956 0.692 0.0 0.681 0.0 0.8390532544378698 0.7307692307692307 0.8923076923076922 0.6333333333333333 0.9508196721311475 0.8636363636363636 0.8405797101449275 0.364 0.0 0.541 0.0 0.967741935483871 0.7 0.9829545454545454 0.7 0.9829545454545454 0.7 0.9829545454545454 0.21
msmarco-bert-base-dot-v5 9 0.478 0.0 0.469 0.0 0.5365146579772655 0.5906398104265402 0.5088841506751955 0.9531548757170172 0.3494387506100537 0.4278969957081545 0.9359477124183007 0.422 0.0 0.433 0.0 0.41894036894036896 0.4432432432432432 0.4114285714285715 0.9647058823529412 0.26181818181818184 0.28771929824561404 0.96 0.527 0.0 0.526 0.0 0.5118298519937864 0.5656565656565656 0.48809523809523814 1.0 0.3228346456692913 0.39436619718309857 1.0 0.234 0.002 0.247 0.001 0.33437866823755663 0.3023255813953489 0.3406593406593406 0.896551724137931 0.20945945945945946 0.18181818181818182 0.9117647058823529 0.476 0.0 0.466 0.0 0.6285783786551954 0.46643109540636035 0.6666666666666667 0.9428571428571428 0.5067114093959731 0.30985915492957744 0.9741935483870968 0.414 0.0 0.399 0.0 0.5441163690413758 0.5803108808290155 0.5263157894736843 0.9333333333333333 0.36885245901639346 0.42105263157894735 0.9183673469387755 0.418 0.0 0.433 0.0 0.7233025750527466 0.2222222222222222 0.75177304964539 1.0 0.6022727272727273 0.125 1.0 0.102
msmarco-bert-base-dot-v5_mask 9 0.714 0.0 0.719 0.0 0.8357229520199113 0.7391763463569166 0.8850093109869646 0.6692160611854685 0.9277696437286481 0.8254716981132075 0.8460169114374722 0.608 0.0 0.632 0.0 0.8326432022084196 0.6428571428571428 0.8913043478260869 0.6352941176470588 0.8945454545454545 0.6506024096385542 0.8880866425992779 0.725 0.0 0.707 0.0 0.834300560568193 0.7222222222222223 0.883720930232558 0.6964285714285714 0.8976377952755905 0.75 0.8702290076335878 0.393 0.0 0.49 0.0 0.8327568315461777 0.5000000000000001 0.8979591836734694 0.5172413793103449 0.8918918918918919 0.4838709677419355 0.9041095890410958 0.573 0.0 0.637 0.0 0.8840822825535781 0.6993006993006993 0.9274873524451939 0.7142857142857143 0.9228187919463087 0.684931506849315 0.9322033898305084 0.639 0.0 0.642 0.0 0.829302270358693 0.7394957983193278 0.873469387755102 0.7333333333333333 0.8770491803278688 0.7457627118644068 0.8699186991869918 0.381 0.0 0.535 0.0 0.9404894327030034 0.5 0.9655172413793104 0.6 0.9545454545454546 0.42857142857142855 0.9767441860465116 0.102
msmarco-MiniLM-L6-cos-v5 9 0.49 0.0 0.489 0.0 0.6652922127247488 0.6253541076487252 0.6856803327391562 0.844168260038241 0.5632015617374329 0.4966254218222722 0.8762338648443432 0.321 0.0 0.348 0.0 0.5409878013117767 0.4493670886075949 0.5693069306930693 0.8352941176470589 0.41818181818181815 0.30735930735930733 0.8914728682170543 0.462 0.0 0.492 0.0 0.6288943168607144 0.573170731707317 0.6534653465346535 0.8392857142857143 0.5196850393700787 0.4351851851851852 0.88 0.168 0.025 0.176 0.019 0.4574004233608018 0.3157894736842105 0.48514851485148514 0.8275862068965517 0.3310810810810811 0.1951219512195122 0.9074074074074074 0.493 0.0 0.47 0.0 0.7474519060403491 0.543859649122807 0.795275590551181 0.8857142857142857 0.6778523489932886 0.3924050632911392 0.9619047619047619 0.448 0.0 0.412 0.0 0.7219887955182073 0.675 0.7450980392156863 0.9 0.6229508196721312 0.54 0.926829268292683 0.431 0.0 0.475 0.0 0.7970305269815905 0.2352941176470588 0.8289473684210527 0.8 0.7159090909090909 0.13793103448275862 0.984375 0.552
msmarco-MiniLM-L6-cos-v5_mask 9 0.653 0.0 0.664 0.0 0.767395969750117 0.590738423028786 0.8575783972125436 0.45124282982791586 0.9609565641776476 0.855072463768116 0.7742823436885569 0.513 0.0 0.544 0.0 0.7929984779299847 0.5 0.8835616438356164 0.4 0.9381818181818182 0.6666666666666666 0.8349514563106796 0.686 0.0 0.683 0.0 0.7974084834966348 0.6024096385542168 0.8833922261484098 0.44642857142857145 0.984251968503937 0.9259259259259259 0.8012820512820513 0.297 0.0 0.35 0.0 0.7945748829276394 0.339622641509434 0.8837209302325582 0.3103448275862069 0.8986486486486487 0.375 0.869281045751634 0.504 0.0 0.573 0.0 0.8669954160300041 0.6000000000000001 0.9297124600638976 0.4714285714285714 0.9765100671140939 0.825 0.8871951219512195 0.548 0.0 0.565 0.0 0.7773198114824112 0.6021505376344086 0.8634686346863468 0.4666666666666667 0.9590163934426229 0.8484848484848485 0.785234899328859 0.37 0.0 0.544 0.0 0.9592039269137914 0.588235294117647 0.9802816901408451 0.5 0.9886363636363636 0.7142857142857143 0.9720670391061452 0.552
msmarco-MiniLM-L12-cos-v5 9 0.479 0.0 0.476 0.0 0.6611617260014188 0.6179615110477548 0.6832151300236406 0.8288718929254302 0.5641776476329917 0.49261363636363636 0.8659176029962546 0.418 0.0 0.437 0.0 0.6044226738905324 0.4899328859060403 0.6398104265402844 0.8588235294117647 0.4909090909090909 0.3427230046948357 0.9183673469387755 0.504 0.0 0.504 0.0 0.6191100206916744 0.5895953757225433 0.6321243523316062 0.9107142857142857 0.48031496062992124 0.4358974358974359 0.9242424242424242 0.267 0.0 0.292 0.0 0.5980714972984975 0.35200000000000004 0.6462882096069869 0.7586206896551724 0.5 0.22916666666666666 0.9135802469135802 0.435 0.0 0.402 0.0 0.7065328083960926 0.5020576131687243 0.7545638945233266 0.8714285714285714 0.6241610738255033 0.35260115606936415 0.9538461538461539 0.379 0.0 0.365 0.0 0.7009292784148382 0.6455696202531647 0.7281553398058253 0.85 0.6147540983606558 0.5204081632653061 0.8928571428571429 0.449 0.0 0.439 0.0 0.7445823333267216 0.23529411764705882 0.7735191637630662 1.0 0.6306818181818182 0.13333333333333333 1.0 0.548
msmarco-MiniLM-L12-cos-v5_mask 9 0.663 0.0 0.677 0.0 0.7917710026451426 0.6418269230769231 0.868316394167035 0.5105162523900574 0.95900439238653 0.8640776699029126 0.7932983447719015 0.569 0.0 0.599 0.0 0.8113269586707609 0.5616438356164384 0.8885017421602787 0.4823529411764706 0.9272727272727272 0.6721311475409836 0.8528428093645485 0.709 0.0 0.696 0.0 0.8125115974978887 0.6521739130434783 0.8832116788321168 0.5357142857142857 0.952755905511811 0.8333333333333334 0.8231292517006803 0.353 0.0 0.43 0.0 0.8137183511194809 0.4074074074074074 0.8933333333333332 0.3793103448275862 0.9054054054054054 0.44 0.881578947368421 0.456 0.0 0.545 0.0 0.8604931331388316 0.608 0.9198036006546645 0.5428571428571428 0.9429530201342282 0.6909090909090909 0.8977635782747604 0.504 0.0 0.55 0.0 0.7782384282384281 0.62 0.8560606060606061 0.5166666666666667 0.9262295081967213 0.775 0.795774647887324 0.351 0.0 0.509 0.0 0.9463481144061231 0.56 0.968299711815562 0.7 0.9545454545454546 0.4666666666666667 0.9824561403508771 0.548
msmarco-distilbert-cos-v5 9 0.471 0.0 0.462 0.0 0.5709515467223423 0.5973464979944462 0.5574771108850458 0.9254302103250478 0.4011713030746706 0.441002277904328 0.9133333333333333 0.369 0.0 0.383 0.0 0.4447524648059407 0.45179063360881544 0.44257703081232497 0.9647058823529412 0.2872727272727273 0.2949640287769784 0.9634146341463414 0.46 0.0 0.496 0.0 0.5728540881783932 0.5760869565217391 0.5714285714285714 0.9464285714285714 0.4094488188976378 0.4140625 0.9454545454545454 0.308 0.0 0.303 0.0 0.31110293487719864 0.3240223463687151 0.30857142857142855 1.0 0.18243243243243243 0.19333333333333333 1.0 0.509 0.0 0.488 0.0 0.7016821110142096 0.4938271604938272 0.7505070993914807 0.8571428571428571 0.6208053691275168 0.3468208092485549 0.9487179487179487 0.412 0.0 0.37 0.0 0.5557646773116388 0.5524861878453039 0.5573770491803279 0.8333333333333334 0.4180327868852459 0.4132231404958678 0.8360655737704918 0.456 0.0 0.516 0.0 0.8353798126951094 0.32258064516129037 0.8645161290322582 1.0 0.7613636363636364 0.19230769230769232 1.0 0.613
msmarco-distilbert-cos-v5_mask 9 0.701 0.0 0.704 0.0 0.8196974416990059 0.7135306553911206 0.8738948348068869 0.6453154875717018 0.9165446559297218 0.7978723404255319 0.8350377945753669 0.572 0.0 0.591 0.0 0.7851896101597415 0.5308641975308641 0.8637992831541218 0.5058823529411764 0.8763636363636363 0.5584415584415584 0.8515901060070671 0.722 0.0 0.725 0.0 0.8125115974978887 0.6521739130434783 0.8832116788321168 0.5357142857142857 0.952755905511811 0.8333333333333334 0.8231292517006803 0.395 0.0 0.406 0.0 0.7674680853482476 0.37142857142857144 0.8450704225352113 0.4482758620689655 0.8108108108108109 0.3170731707317073 0.8823529411764706 0.56 0.0 0.636 0.0 0.8894125357611766 0.7014925373134329 0.9335548172757474 0.6714285714285714 0.9429530201342282 0.734375 0.9243421052631579 0.627 0.0 0.628 0.0 0.8094802023373451 0.6964285714285715 0.865079365079365 0.65 0.8934426229508197 0.75 0.8384615384615385 0.37 0.0 0.574 0.0 0.9691160452450774 0.7272727272727272 0.9828571428571428 0.8 0.9772727272727273 0.6666666666666666 0.9885057471264368 0.613
cross-encoder/ms-marco-TinyBERT-L-2-v2 9 0.38 0.0 0.377 0.0 0.3852719702377012 0.30392156862745096 0.544628540887226 0.1815519765739385 0.9741873804971319 0.9323308270676691 0.3779673590504451 0.199 0.0 0.185 0.0 0.22990820400359874 0.1776315789473684 0.39903846153846156 0.09818181818181818 0.9764705882352941 0.9310344827586207 0.25075528700906347 0.32 0.0 0.316 0.0 0.36287749459644586 0.2953020134228188 0.5161290322580645 0.1732283464566929 1.0 1.0 0.34782608695652173 0.079 0.296 0.042 0.578 0.09840527587820642 0.06451612903225806 0.27135678391959794 0.033783783783783786 0.9310344827586207 0.7142857142857143 0.1588235294117647 0.419 0.0 0.403 0.0 0.5304297654965847 0.5563549160671463 0.420062695924765 0.38926174496644295 0.9571428571428572 0.9747899159663865 0.26907630522088355 0.315 0.0 0.311 0.0 0.4065604065604066 0.33783783783783783 0.5462962962962962 0.20491803278688525 0.9833333333333333 0.9615384615384616 0.3782051282051282 0.36 0.0 0.295 0.0 0.6485562632943579 0.6765799256505577 0.15533980582524273 0.5170454545454546 0.8 0.978494623655914 0.08602150537634409 -8.23900032043457
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 9 0.648 0.0 0.597 0.0 0.79950730500617 0.8579465541490857 0.685031185031185 0.8931185944363104 0.630019120458891 0.8254397834912043 0.7505694760820045 0.547 0.0 0.591 0.0 0.8231367731367732 0.8864864864864865 0.6181818181818182 0.8945454545454545 0.6 0.8785714285714286 0.6375 0.649 0.0 0.647 0.0 0.8222053026878267 0.8769230769230769 0.6981132075471698 0.8976377952755905 0.6607142857142857 0.8571428571428571 0.74 0.401 0.0 0.475 0.0 0.8260461553193527 0.8949152542372881 0.47457627118644075 0.8918918918918919 0.4827586206896552 0.8979591836734694 0.4666666666666667 0.518 0.0 0.585 0.0 0.8609129736757148 0.9172185430463576 0.6212121212121212 0.9295302013422819 0.5857142857142857 0.9052287581699346 0.6612903225806451 0.571 0.0 0.543 0.0 0.7982731554160125 0.8571428571428572 0.6785714285714285 0.8852459016393442 0.6333333333333333 0.8307692307692308 0.7307692307692307 0.348 0.0 0.541 0.0 0.9247311827956989 0.9602272727272727 0.3 0.9602272727272727 0.3 0.9602272727272727 0.3 -8.23900032043457
cross-encoder/ms-marco-MiniLM-L-2-v2 9 0.409 0.0 0.404 0.0 0.3537886727276296 0.25844594594594594 0.5405546834118262 0.1493411420204978 0.9875717017208413 0.9592476489028213 0.37211815561959655 0.217 0.0 0.236 0.0 0.18153857152626243 0.11604095563139932 0.39344262295081966 0.06181818181818182 0.9882352941176471 0.9444444444444444 0.24561403508771928 0.324 0.0 0.331 0.0 0.2996228738551528 0.2112676056338028 0.5 0.11811023622047244 1.0 1.0 0.3333333333333333 0.112 0.137 0.132 0.08 0.06734762599618364 0.026490066225165566 0.27586206896551724 0.013513513513513514 0.9655172413793104 0.6666666666666666 0.16091954022988506 0.387 0.0 0.391 0.0 0.4082022359293891 0.41379310344827586 0.38440111420612816 0.26174496644295303 0.9857142857142858 0.9873417721518988 0.23875432525951557 0.291 0.0 0.27 0.0 0.363527874840092 0.2797202797202797 0.5339366515837104 0.16393442622950818 0.9833333333333333 0.9523809523809523 0.36645962732919257 0.307 0.0 0.366 0.0 0.47686633661388217 0.4957264957264957 0.14492753623188406 0.32954545454545453 1.0 1.0 0.078125 -7.940999984741211
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 9 0.648 0.0 0.64 0.0 0.8031340561997564 0.8557071069633885 0.7001491795126803 0.8726207906295754 0.6730401529636711 0.8394366197183099 0.7295336787564767 0.497 0.0 0.595 0.0 0.803914816909032 0.8736462093862816 0.5783132530120482 0.88 0.5647058823529412 0.8673835125448028 0.5925925925925926 0.608 0.0 0.636 0.0 0.8098983150916577 0.8702290076335878 0.6730769230769231 0.8976377952755905 0.625 0.8444444444444444 0.7291666666666666 0.333 0.0 0.504 0.0 0.8017780507351124 0.8767123287671232 0.41935483870967744 0.8648648648648649 0.4482758620689655 0.8888888888888888 0.3939393939393939 0.502 0.0 0.594 0.0 0.8655584932758845 0.9155405405405405 0.6527777777777778 0.9093959731543624 0.6714285714285714 0.9217687074829932 0.6351351351351351 0.551 0.0 0.541 0.0 0.7912087912087912 0.8442622950819673 0.6833333333333333 0.8442622950819673 0.6833333333333333 0.8442622950819673 0.6833333333333333 0.356 0.0 0.597 0.0 0.9404894327030034 0.9655172413793104 0.5 0.9545454545454546 0.6 0.9767441860465116 0.42857142857142855 -7.940999984741211
cross-encoder/ms-marco-MiniLM-L-4-v2 9 0.353 0.0 0.353 0.0 0.4382472361012672 0.3786295005807201 0.5550318824507902 0.23865300146412885 0.9569789674952199 0.9157303370786517 0.39086294416243655 0.198 0.0 0.194 0.0 0.30557372170837965 0.27607361963190186 0.401015228426396 0.16363636363636364 0.9294117647058824 0.8823529411764706 0.255663430420712 0.287 0.0 0.307 0.0 0.38844113117173196 0.3289473684210526 0.5233644859813084 0.1968503937007874 1.0 1.0 0.35443037974683544 0.118 0.119 0.053 0.487 0.2340909582873347 0.22988505747126436 0.25555555555555554 0.13513513513513514 0.7931034482758621 0.7692307692307693 0.152317880794702 0.355 0.0 0.316 0.0 0.4186420523720105 0.43367346938775514 0.3546511627906977 0.28523489932885904 0.8714285714285714 0.9042553191489362 0.22262773722627738 0.225 0.002 0.215 0.004 0.3721992293420865 0.3116883116883117 0.49523809523809526 0.19672131147540983 0.8666666666666667 0.75 0.3466666666666667 0.387 0.0 0.344 0.0 0.492267585898105 0.5126050420168067 0.13432835820895522 0.3465909090909091 0.9 0.9838709677419355 0.07258064516129033 -5.4070000648498535
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 9 0.635 0.0 0.636 0.0 0.7904644251931484 0.855493998153278 0.6630785791173305 0.9043435822352367 0.5889101338432122 0.8116513359614542 0.7586206896551724 0.46 0.0 0.524 0.0 0.7716805009465559 0.8477064220183486 0.5257142857142858 0.84 0.5411764705882353 0.8555555555555555 0.5111111111111111 0.574 0.0 0.604 0.0 0.7861035621402064 0.8560606060606061 0.6274509803921569 0.889763779527559 0.5714285714285714 0.8248175182481752 0.6956521739130435 0.319 0.0 0.392 0.0 0.7650972884495735 0.8398576512455516 0.3835616438356164 0.7972972972972973 0.4827586206896552 0.8872180451127819 0.3181818181818182 0.532 0.0 0.581 0.0 0.8478305563501145 0.9111842105263159 0.5781249999999999 0.9295302013422819 0.5285714285714286 0.8935483870967742 0.6379310344827587 0.571 0.0 0.548 0.0 0.7865471581574696 0.8582375478927203 0.6407766990291263 0.9180327868852459 0.55 0.8057553956834532 0.7674418604651163 0.395 0.0 0.561 0.0 0.9170834495367358 0.9510086455331412 0.32 0.9375 0.4 0.9649122807017544 0.26666666666666666 -5.4070000648498535
cross-encoder/ms-marco-MiniLM-L-6-v2 9 0.338 0.0 0.334 0.0 0.44357839147116146 0.3872699386503068 0.5538805136795086 0.24646168862859932 0.9483747609942639 0.9033989266547406 0.3911671924290221 0.194 0.0 0.181 0.001 0.30919456762892944 0.2839879154078549 0.3907455012853471 0.1709090909090909 0.8941176470588236 0.8392857142857143 0.25 0.277 0.0 0.295 0.0 0.3848276271436254 0.3267973856209151 0.516431924882629 0.1968503937007874 0.9821428571428571 0.9615384615384616 0.3503184713375796 0.125 0.098 0.047 0.537 0.24578940230720847 0.24719101123595505 0.23863636363636362 0.14864864864864866 0.7241379310344828 0.7333333333333333 0.14285714285714285 0.363 0.0 0.319 0.0 0.45549139062463045 0.4764267990074442 0.3663663663663663 0.3221476510067114 0.8714285714285714 0.9142857142857143 0.23193916349809887 0.221 0.003 0.204 0.006 0.4118061425753733 0.358974358974359 0.5192307692307692 0.22950819672131148 0.9 0.8235294117647058 0.36486486486486486 0.405 0.0 0.344 0.0 0.5270262504897479 0.5506072874493927 0.11200000000000002 0.38636363636363635 0.7 0.9577464788732394 0.06086956521739131 -5.453999996185303
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 9 0.613 0.0 0.629 0.0 0.7926582264432611 0.8467644936252106 0.6866699458927692 0.8589555880917521 0.6673040152963671 0.8349146110056926 0.707193515704154 0.463 0.0 0.529 0.0 0.7390797285835453 0.8129770992366412 0.5 0.7745454545454545 0.5764705882352941 0.8554216867469879 0.44144144144144143 0.578 0.0 0.619 0.0 0.7680207847954703 0.8372093023255814 0.611111111111111 0.8503937007874016 0.5892857142857143 0.8244274809160306 0.6346153846153846 0.309 0.0 0.391 0.0 0.7197037277322735 0.7894736842105262 0.36363636363636365 0.7094594594594594 0.5517241379310345 0.8898305084745762 0.2711864406779661 0.528 0.0 0.565 0.0 0.8401200474106403 0.8950086058519793 0.6064516129032258 0.87248322147651 0.6714285714285714 0.9187279151943463 0.5529411764705883 0.542 0.0 0.528 0.0 0.8003825984916084 0.8548387096774194 0.689655172413793 0.8688524590163934 0.6666666666666666 0.8412698412698413 0.7142857142857143 0.416 0.0 0.536 0.0 0.8944974751426364 0.924924924924925 0.358974358974359 0.875 0.7 0.9808917197452229 0.2413793103448276 -5.453999996185303
cross-encoder/ms-marco-MiniLM-L-12-v2 9 0.284 0.0 0.273 0.0 0.5208358828488983 0.5121222185320491 0.5379050015728215 0.3762811127379209 0.8173996175908221 0.8014553014553014 0.4008438818565401 0.139 0.008 0.126 0.017 0.5000723113845481 0.5286783042394015 0.4075235109717869 0.38545454545454544 0.7647058823529411 0.8412698412698413 0.2777777777777778 0.185 0.012 0.187 0.011 0.5071393325135307 0.5054945054945056 0.5108695652173912 0.36220472440944884 0.8392857142857143 0.8363636363636363 0.3671875 0.079 0.298 0.05 0.505 0.5018600211541934 0.547945205479452 0.26666666666666666 0.40540540540540543 0.6206896551724138 0.8450704225352113 0.16981132075471697 0.32 0.0 0.267 0.0 0.5267943650552346 0.5733333333333333 0.3286713286713287 0.43288590604026844 0.6714285714285714 0.8486842105263158 0.2175925925925926 0.23 0.002 0.207 0.005 0.5011108673540615 0.5157894736842105 0.471264367816092 0.4016393442622951 0.6833333333333333 0.7205882352941176 0.35964912280701755 0.351 0.0 0.273 0.0 0.5880597896726928 0.6153846153846153 0.10714285714285714 0.45454545454545453 0.6 0.9523809523809523 0.058823529411764705 -3.319000005722046
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 9 0.561 0.0 0.572 0.0 0.7569922886425332 0.832409972299169 0.6092572658772875 0.8799414348462665 0.5411089866156787 0.7897503285151117 0.6970443349753694 0.411 0.0 0.461 0.0 0.7815050816986355 0.8592057761732851 0.5301204819277108 0.8654545454545455 0.5176470588235295 0.8530465949820788 0.5432098765432098 0.52 0.0 0.544 0.0 0.7667005909776217 0.846441947565543 0.5858585858585859 0.889763779527559 0.5178571428571429 0.8071428571428572 0.6744186046511628 0.28 0.0 0.345 0.0 0.8017227980454428 0.8710801393728224 0.44776119402985076 0.8445945945945946 0.5172413793103449 0.8992805755395683 0.39473684210526316 0.493 0.0 0.485 0.0 0.8021671758435104 0.8773109243697479 0.48226950354609927 0.8758389261744967 0.4857142857142857 0.8787878787878788 0.4788732394366197 0.502 0.0 0.473 0.0 0.737419374540919 0.8217054263565892 0.5660377358490566 0.8688524590163934 0.5 0.7794117647058824 0.6521739130434783 0.396 0.0 0.413 0.0 0.8827141079462321 0.9198813056379823 0.22857142857142856 0.8806818181818182 0.4 0.9627329192546584 0.16 -3.319000005722046
cross-encoder/qnli-distilroberta-base 9 0.08 0.0 0.076 0.0 0.5570578499111651 0.7742723386932628 0.13155833985904464 0.9282576866764275 0.08030592734225621 0.6641061452513967 0.36363636363636365 0.051 0.338 0.031 0.561 0.6927013191172907 0.8548123980424143 0.16822429906542055 0.9527272727272728 0.10588235294117647 0.7751479289940828 0.4090909090909091 0.003 0.973 0.005 0.944 0.5798099801993377 0.7959866220735786 0.08955223880597014 0.937007874015748 0.05357142857142857 0.6918604651162791 0.2727272727272727 0.136 0.072 0.084 0.267 0.8107488574615855 0.910828025477707 0.3 0.9662162162162162 0.20689655172413793 0.8614457831325302 0.5454545454545454 0.112 0.031 0.07 0.18 0.7510492338803765 0.8892307692307693 0.16279069767441862 0.9697986577181208 0.1 0.8210227272727273 0.4375 0.057 0.442 -0.001 0.99 0.5804778632364839 0.7862068965517242 0.16216216216216217 0.9344262295081968 0.1 0.6785714285714286 0.42857142857142855 0.045 0.544 -0.015 0.839 0.9289127837514934 0.9722222222222222 0.16666666666666669 0.9943181818181818 0.1 0.9510869565217391 0.5 0.9929999709129333
cross-encoder/qnli-distilroberta-base_mask 9 0.157 0.0 0.167 0.0 0.5357444023136734 0.796798750731993 0.02436738519212746 0.9960956564177648 0.0124282982791587 0.6639557579700716 0.6190476190476191 0.109 0.039 0.121 0.021 0.668170591543785 0.8675078864353312 0.023255813953488372 1.0 0.011764705882352941 0.766016713091922 1.0 0.12 0.105 0.148 0.045 0.5812007338096954 0.8220064724919094 0.03508771929824561 1.0 0.017857142857142856 0.6978021978021978 1.0 0.169 0.024 0.154 0.041 0.7615471534115601 0.9107692307692308 0.0 1.0 0.0 0.8361581920903954 0.0 0.083 0.111 0.057 0.273 0.7359294613525073 0.8959276018099548 0.0547945205479452 0.9966442953020134 0.02857142857142857 0.8136986301369863 0.6666666666666666 0.07 0.349 0.066 0.379 0.559867596412447 0.8039867109634552 0.06349206349206349 0.9918032786885246 0.03333333333333333 0.6759776536312849 0.6666666666666666 0.131 0.075 0.074 0.317 0.9200974276718352 0.9723756906077349 0.0 1.0 0.0 0.946236559139785 0.0 0.9929999709129333
cross-encoder/qnli-electra-base 9 0.063 0.0 0.094 0.0 0.5635389442734033 0.6288162828066417 0.4356677524429967 0.572962420693021 0.511472275334608 0.6967359050445104 0.37943262411347517 0.08 0.129 0.138 0.009 0.6049673484855161 0.6858316221765913 0.3433476394849786 0.6072727272727273 0.47058823529411764 0.7877358490566038 0.2702702702702703 0.017 0.822 0.085 0.252 0.5479375211567291 0.6194690265486725 0.38571428571428573 0.5511811023622047 0.48214285714285715 0.7070707070707071 0.32142857142857145 0.172 0.022 0.189 0.012 0.6673174560280761 0.7432950191570881 0.27956989247311825 0.6554054054054054 0.4482758620689655 0.8584070796460177 0.203125 0.157 0.003 0.226 0.0 0.7074441869138959 0.7830882352941176 0.3854166666666667 0.714765100671141 0.5285714285714286 0.8658536585365854 0.30327868852459017 0.116 0.118 0.101 0.176 0.5735295735295736 0.6296296296296297 0.4594594594594595 0.5573770491803278 0.5666666666666667 0.723404255319149 0.38636363636363635 0.016 0.826 0.177 0.016 0.8439429702214912 0.8841463414634148 0.13636363636363635 0.8238636363636364 0.3 0.9539473684210527 0.08823529411764706 0.1850000023841858
cross-encoder/qnli-electra-base_mask 9 0.099 0.0 0.163 0.0 0.6213707491487878 0.7267124911116378 0.41501775748351094 0.7481698389458272 0.39101338432122373 0.7064516129032258 0.44216216216216214 0.132 0.012 0.207 0.0 0.6827635327635327 0.7733333333333333 0.3897435897435898 0.7381818181818182 0.4470588235294118 0.812 0.34545454545454546 0.062 0.408 0.124 0.095 0.6133679746591171 0.7286821705426356 0.3518518518518519 0.7401574803149606 0.3392857142857143 0.7175572519083969 0.36538461538461536 0.267 0.0 0.34 0.0 0.7542690281216277 0.8164794007490637 0.43678160919540227 0.7364864864864865 0.6551724137931034 0.9159663865546218 0.3275862068965517 0.123 0.018 0.161 0.002 0.7541115713157175 0.841025641025641 0.3841059602649006 0.825503355704698 0.4142857142857143 0.8571428571428571 0.35802469135802467 -0.018 0.808 0.05 0.499 0.618320950304756 0.7206477732793523 0.41025641025641024 0.7295081967213115 0.4 0.712 0.42105263157894735 0.172 0.019 0.237 0.001 0.8948609411315586 0.9289940828402367 0.29411764705882354 0.8920454545454546 0.5 0.9691358024691358 0.20833333333333334 0.1850000023841858
cross-encoder/stsb-TinyBERT-L-4 9 0.431 0.0 0.439 0.0 0.3884267740141424 0.30655737704918035 0.5488000000000001 0.18252806246949732 0.9837476099426387 0.9565217391304348 0.3805473372781065 0.331 0.0 0.366 0.0 0.21797277102967488 0.1605351170568562 0.40380047505938244 0.08727272727272728 1.0 1.0 0.25297619047619047 0.428 0.0 0.432 0.0 0.3541594685375705 0.2837837837837838 0.5137614678899083 0.16535433070866143 1.0 1.0 0.345679012345679 0.204 0.007 0.299 0.0 0.0800367739418138 0.03973509933774835 0.2857142857142857 0.02027027027027027 1.0 1.0 0.16666666666666666 0.458 0.0 0.482 0.0 0.5425516655765545 0.5700712589073634 0.42539682539682533 0.40268456375838924 0.9571428571428572 0.975609756097561 0.27346938775510204 0.407 0.0 0.402 0.0 0.38964516694817064 0.3150684931506849 0.5412844036697249 0.1885245901639344 0.9833333333333333 0.9583333333333334 0.37341772151898733 0.335 0.0 0.403 0.0 0.676395078150981 0.7054545454545454 0.16494845360824742 0.5511363636363636 0.8 0.9797979797979798 0.09195402298850575 0.3240000009536743
cross-encoder/stsb-TinyBERT-L-4_mask 9 0.685 0.0 0.696 0.0 0.8131701559682114 0.8668861712135467 0.7079463364293087 0.8994631527574427 0.655831739961759 0.8365864729913755 0.7690582959641256 0.559 0.0 0.631 0.0 0.8303565198084182 0.8955752212389381 0.6193548387096774 0.92 0.5647058823529412 0.8724137931034482 0.6857142857142857 0.665 0.0 0.69 0.0 0.814879186942374 0.8745247148288974 0.6796116504854368 0.905511811023622 0.625 0.8455882352941176 0.7446808510638298 0.378 0.0 0.509 0.0 0.8460919669248326 0.9139072847682119 0.4999999999999999 0.9324324324324325 0.4482758620689655 0.8961038961038961 0.5652173913043478 0.529 0.0 0.627 0.0 0.8610305987239921 0.9145728643216079 0.6330935251798562 0.9161073825503355 0.6285714285714286 0.9130434782608695 0.6376811594202898 0.588 0.0 0.609 0.0 0.8063946849371952 0.8582995951417004 0.7008547008547009 0.8688524590163934 0.6833333333333333 0.848 0.7192982456140351 0.346 0.0 0.519 0.0 0.9176427873202065 0.9542857142857143 0.2727272727272727 0.9488636363636364 0.3 0.9597701149425287 0.25 0.3240000009536743
cross-encoder/stsb-distilroberta-base 9 0.476 0.0 0.478 0.0 0.5536753869414344 0.5343933632907016 0.5914467697907189 0.37725719863347973 0.9321223709369025 0.9158767772511849 0.43314082629942247 0.408 0.0 0.449 0.0 0.3523930907651838 0.3303303303303304 0.4237726098191215 0.2 0.9647058823529412 0.9482758620689655 0.271523178807947 0.443 0.0 0.477 0.0 0.5130569653596527 0.49710982658959546 0.5492227979274611 0.33858267716535434 0.9464285714285714 0.9347826086956522 0.38686131386861317 0.4 0.0 0.509 0.0 0.17440736210612148 0.15 0.29896907216494845 0.08108108108108109 1.0 1.0 0.17575757575757575 0.474 0.0 0.497 0.0 0.7186769518466574 0.7661290322580645 0.5166666666666666 0.6375838926174496 0.8857142857142857 0.9595959595959596 0.36470588235294116 0.412 0.0 0.408 0.0 0.579087820479629 0.5730337078651685 0.5913978494623655 0.4180327868852459 0.9166666666666666 0.9107142857142857 0.4365079365079365 0.351 0.0 0.432 0.0 0.8411517624339697 0.8742138364779874 0.25925925925925924 0.7897727272727273 0.7 0.9788732394366197 0.1590909090909091 0.4309999942779541
cross-encoder/stsb-distilroberta-base_mask 9 0.644 0.0 0.663 0.0 0.7794747085760716 0.8563746358951377 0.6288361320208454 0.9326500732064422 0.5191204588910134 0.7916321458160729 0.7973568281938326 0.525 0.0 0.594 0.0 0.8295281582952815 0.9041095890410958 0.5882352941176471 0.96 0.47058823529411764 0.8543689320388349 0.7843137254901961 0.572 0.0 0.612 0.0 0.8138517262316018 0.8888888888888888 0.6436781609195402 0.9763779527559056 0.5 0.8157894736842105 0.9032258064516129 0.459 0.0 0.565 0.0 0.8478696841337259 0.9180327868852459 0.4897959183673469 0.9459459459459459 0.41379310344827586 0.89171974522293 0.6 0.496 0.0 0.591 0.0 0.8594925719808301 0.9200652528548123 0.6016260162601625 0.9463087248322147 0.5285714285714286 0.8952380952380953 0.6981132075471698 0.579 0.0 0.603 0.0 0.7880690737833594 0.8571428571428571 0.6476190476190475 0.9098360655737705 0.5666666666666667 0.8102189781021898 0.7555555555555555 0.306 0.0 0.445 0.0 0.9320818905291295 0.9661016949152541 0.33333333333333326 0.9715909090909091 0.3 0.9606741573033708 0.375 0.4309999942779541
cross-encoder/stsb-roberta-base 9 0.453 0.0 0.452 0.0 0.4289407394924607 0.3636363636363636 0.5568648944916414 0.22547584187408493 0.97131931166348 0.9390243902439024 0.39031886285055706 0.415 0.0 0.423 0.0 0.25358008068304994 0.2071197411003236 0.4038929440389294 0.11636363636363636 0.9764705882352941 0.9411764705882353 0.254601226993865 0.42 0.0 0.427 0.0 0.40566755246113134 0.35668789808917195 0.5167464114832536 0.2204724409448819 0.9642857142857143 0.9333333333333333 0.35294117647058826 0.45 0.0 0.536 0.0 0.09105201331908391 0.052631578947368425 0.28712871287128716 0.02702702702702703 1.0 1.0 0.1676300578034682 0.492 0.0 0.48 0.0 0.5906273342056056 0.6258503401360545 0.44067796610169485 0.46308724832214765 0.9285714285714286 0.965034965034965 0.28888888888888886 0.421 0.0 0.418 0.0 0.4353524615582045 0.3790849673202614 0.5497630331753555 0.23770491803278687 0.9666666666666667 0.9354838709677419 0.3841059602649007 0.403 0.0 0.419 0.0 0.7252090800477895 0.7569444444444443 0.16666666666666669 0.6193181818181818 0.7 0.9732142857142857 0.0945945945945946 0.4320000112056732
cross-encoder/stsb-roberta-base_mask 9 0.699 0.0 0.712 0.0 0.8072348523654296 0.8718877320054323 0.6805869074492099 0.9399707174231332 0.5764818355640535 0.8130012663571127 0.8305785123966942 0.523 0.0 0.575 0.0 0.8100409292801071 0.8861646234676007 0.5637583892617449 0.92 0.49411764705882355 0.8547297297297297 0.65625 0.586 0.0 0.624 0.0 0.794748833578418 0.8785714285714286 0.6046511627906976 0.968503937007874 0.4642857142857143 0.803921568627451 0.8666666666666667 0.444 0.0 0.532 0.0 0.8303041565316597 0.8934707903780069 0.507936507936508 0.8783783783783784 0.5517241379310345 0.9090909090909091 0.47058823529411764 0.521 0.0 0.59 0.0 0.8514263582946036 0.9150326797385622 0.5806451612903226 0.9395973154362416 0.5142857142857142 0.89171974522293 0.6666666666666666 0.621 0.0 0.642 0.0 0.7815722738799662 0.8538461538461539 0.6346153846153847 0.9098360655737705 0.55 0.8043478260869565 0.75 0.333 0.0 0.43 0.0 0.9247311827956989 0.9602272727272727 0.3 0.9602272727272727 0.3 0.9602272727272727 0.3 0.4320000112056732
cross-encoder/stsb-roberta-large 9 0.572 0.0 0.558 0.0 0.520427059719777 0.4848705796573095 0.5900783289817233 0.32454856027330403 0.9722753346080306 0.9582132564841499 0.42357351103706786 0.491 0.0 0.528 0.0 0.3366601752677702 0.3076923076923077 0.430379746835443 0.18181818181818182 1.0 1.0 0.27419354838709675 0.545 0.0 0.569 0.0 0.5118298519937864 0.48809523809523814 0.5656565656565656 0.3228346456692913 1.0 1.0 0.39436619718309857 0.473 0.0 0.565 0.0 0.1441029600691067 0.11464968152866244 0.29441624365482233 0.060810810810810814 1.0 1.0 0.17261904761904762 0.579 0.0 0.554 0.0 0.6290424954899657 0.6681318681318682 0.46263345195729544 0.5100671140939598 0.9285714285714286 0.9681528662420382 0.3080568720379147 0.565 0.0 0.535 0.0 0.5367416503094895 0.509090909090909 0.592964824120603 0.3442622950819672 0.9833333333333333 0.9767441860465116 0.4244604316546763 0.459 0.0 0.457 0.0 0.725702451685251 0.7586206896551725 0.14634146341463414 0.625 0.6 0.9649122807017544 0.08333333333333333 0.38999998569488525
cross-encoder/stsb-roberta-large_mask 9 0.716 0.0 0.736 0.0 0.8131456886079244 0.8756511891279728 0.6907042253521127 0.9433870180575891 0.5860420650095602 0.8169907016060862 0.840877914951989 0.595 0.0 0.645 0.0 0.8327966693691076 0.8975265017667844 0.6233766233766234 0.9236363636363636 0.5647058823529412 0.872852233676976 0.6956521739130435 0.675 0.0 0.705 0.0 0.8125115974978887 0.8832116788321168 0.6521739130434783 0.952755905511811 0.5357142857142857 0.8231292517006803 0.8333333333333334 0.5 0.0 0.586 0.0 0.8568397033086923 0.9109589041095891 0.5806451612903226 0.8986486486486487 0.6206896551724138 0.9236111111111112 0.5454545454545454 0.578 0.0 0.659 0.0 0.8679945351641255 0.9225700164744646 0.6356589147286822 0.9395973154362416 0.5857142857142857 0.9061488673139159 0.6949152542372882 0.678 0.0 0.694 0.0 0.8173352170719437 0.875968992248062 0.6981132075471699 0.9262295081967213 0.6166666666666667 0.8308823529411765 0.8043478260869565 0.397 0.0 0.493 0.0 0.9242676933092748 0.9570200573065903 0.34782608695652173 0.9488636363636364 0.4 0.9653179190751445 0.3076923076923077 0.38999998569488525
cross-encoder/quora-distilroberta-base 9 0.285 0.0 0.148 0.0 0.17073693499615142 0.0 0.5051919826128954 0.0 1.0 0.0 0.3379644588045234 0.099 0.06 0.049 0.355 0.09019975031210986 0.0 0.38202247191011235 0.0 1.0 0.0 0.2361111111111111 0.22 0.003 0.065 0.38 0.1434026110615726 0.0 0.46861924686192474 0.0 1.0 0.0 0.30601092896174864 0.049 0.52 0.103 0.174 0.04613021776095661 0.0 0.2815533980582524 0.0 1.0 0.0 0.1638418079096045 0.344 0.0 0.186 0.0 0.060800079412348614 0.0 0.319634703196347 0.0 1.0 0.0 0.19021739130434784 0.176 0.017 0.073 0.328 0.16347289074561802 0.0 0.49586776859504134 0.0 1.0 0.0 0.32967032967032966 0.295 0.0 0.188 0.01 0.0054860653938994955 0.0 0.10204081632653061 0.0 1.0 0.0 0.053763440860215055 0.0
cross-encoder/quora-distilroberta-base_mask 9 0.385 0.0 0.21 0.0 0.17073693499615142 0.0 0.5051919826128954 0.0 1.0 0.0 0.3379644588045234 0.237 0.0 0.195 0.0 0.09019975031210986 0.0 0.38202247191011235 0.0 1.0 0.0 0.2361111111111111 0.272 0.0 0.219 0.003 0.1434026110615726 0.0 0.46861924686192474 0.0 1.0 0.0 0.30601092896174864 0.197 0.009 0.213 0.004 0.04613021776095661 0.0 0.2815533980582524 0.0 1.0 0.0 0.1638418079096045 0.311 0.0 0.241 0.0 0.060800079412348614 0.0 0.319634703196347 0.0 1.0 0.0 0.19021739130434784 0.338 0.0 0.187 0.011 0.16347289074561802 0.0 0.49586776859504134 0.0 1.0 0.0 0.32967032967032966 0.214 0.003 0.39 0.0 0.0054860653938994955 0.0 0.10204081632653061 0.0 1.0 0.0 0.053763440860215055 0.0
cross-encoder/quora-roberta-base 9 0.338 0.0 0.276 0.0 0.2723220244795771 0.1444043321299639 0.5228988424760946 0.07808687164470474 0.9933078393881453 0.9580838323353293 0.3548497267759563 0.167 0.002 0.184 0.0 0.15547839506172842 0.08333333333333334 0.3888888888888889 0.04363636363636364 0.9882352941176471 0.9230769230769231 0.2420749279538905 0.36 0.0 0.299 0.0 0.25812723115361974 0.15827338129496404 0.4845814977973568 0.08661417322834646 0.9821428571428571 0.9166666666666666 0.3216374269005848 -0.079 0.297 0.103 0.174 0.057578843107279884 0.013422818791946308 0.28292682926829266 0.006756756756756757 1.0 1.0 0.16477272727272727 0.383 0.0 0.289 0.0 0.4767028985507247 0.49500000000000005 0.3988095238095238 0.33221476510067116 0.9571428571428572 0.9705882352941176 0.2518796992481203 0.217 0.003 0.185 0.012 0.24882983216043533 0.12213740458015268 0.5064377682403434 0.06557377049180328 0.9833333333333333 0.8888888888888888 0.34104046242774566 0.359 0.0 0.174 0.018 0.6485562632943579 0.6765799256505577 0.15533980582524273 0.5170454545454546 0.8 0.978494623655914 0.08602150537634409 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 9 0.536 0.0 0.273 0.0 0.7744173619939302 0.8411957029425502 0.6436058700209644 0.8789653489507077 0.5869980879541109 0.80653828929691 0.7122969837587007 0.376 0.0 0.251 0.0 0.7534929126856403 0.8411552346570398 0.4698795180722891 0.8472727272727273 0.4588235294117647 0.8351254480286738 0.48148148148148145 0.452 0.0 0.291 0.0 0.7439396730242189 0.8314606741573033 0.5454545454545454 0.8740157480314961 0.48214285714285715 0.7928571428571428 0.627906976744186 0.292 0.0 0.401 0.0 0.769569738269028 0.8501742160278745 0.3582089552238805 0.8243243243243243 0.41379310344827586 0.8776978417266187 0.3157894736842105 0.385 0.0 0.253 0.0 0.780731204757214 0.8480565371024734 0.49411764705882355 0.8053691275167785 0.6 0.8955223880597015 0.42 0.458 0.0 0.199 0.007 0.7547807981492192 0.824 0.6140350877192983 0.8442622950819673 0.5833333333333334 0.8046875 0.6481481481481481 0.358 0.0 0.388 0.0 0.8339118007349939 0.8670886075949368 0.25 0.7784090909090909 0.7 0.9785714285714285 0.15217391304347827 0.0020000000949949026
cross-encoder/quora-roberta-large 9 0.318 0.0 0.23 0.0 0.48087426231530694 0.4421743889091572 0.5566830965497245 0.2957540263543192 0.9177820267686424 0.8757225433526011 0.3995006242197253 0.162 0.002 0.128 0.015 0.33159203980099505 0.3104477611940299 0.39999999999999997 0.1890909090909091 0.9058823529411765 0.8666666666666667 0.25666666666666665 0.283 0.0 0.207 0.005 0.44774344547580025 0.4191616766467066 0.5125628140703518 0.2755905511811024 0.9107142857142857 0.875 0.35664335664335667 0.043 0.571 0.063 0.405 0.215027727876279 0.20238095238095238 0.27956989247311825 0.11486486486486487 0.896551724137931 0.85 0.16560509554140126 0.402 0.0 0.274 0.0 0.6401553772106844 0.6903765690376569 0.42635658914728686 0.5536912751677853 0.7857142857142857 0.9166666666666666 0.2925531914893617 0.221 0.003 0.139 0.061 0.4639055723393073 0.4337349397590361 0.5252525252525253 0.29508196721311475 0.8666666666666667 0.8181818181818182 0.37681159420289856 0.379 0.0 0.255 0.0 0.7878411910669975 0.8269230769230769 0.09999999999999999 0.7329545454545454 0.3 0.9485294117647058 0.06 0.006000000052154064
cross-encoder/quora-roberta-large_mask 9 0.527 0.0 0.273 0.0 0.6756068360816554 0.8237006237006238 0.38550724637681166 0.9668130795510005 0.25430210325047803 0.7174936617167693 0.7964071856287425 0.353 0.0 0.299 0.0 0.7196483125255586 0.8523489932885905 0.29032258064516125 0.9236363636363636 0.21176470588235294 0.7912772585669782 0.46153846153846156 0.462 0.0 0.339 0.0 0.6744021137688327 0.8287671232876712 0.3243243243243243 0.952755905511811 0.21428571428571427 0.7333333333333333 0.6666666666666666 0.237 0.001 0.215 0.004 0.7709604519774012 0.875 0.24000000000000002 0.8986486486486487 0.20689655172413793 0.8525641025641025 0.2857142857142857 0.397 0.0 0.221 0.0 0.7620426782362536 0.8757961783439491 0.27777777777777773 0.9228187919463087 0.21428571428571427 0.8333333333333334 0.39473684210526316 0.47 0.0 0.221 0.003 0.6541709678285295 0.8140350877192982 0.32911392405063294 0.9508196721311475 0.21666666666666667 0.7116564417177914 0.6842105263157895 0.314 0.0 0.244 0.001 0.8846845269173933 0.9271137026239067 0.13793103448275862 0.9034090909090909 0.2 0.9520958083832335 0.10526315789473684 0.006000000052154064
all-mpnet-base-v2 10 0.554 0.0 0.552 0.0 0.6395753228208759 0.6026578073089701 0.6555299539170507 0.9274028629856851 0.5028722934158197 0.4463582677165354 0.9412737799834574 0.585 0.0 0.581 0.0 0.7303310938500781 0.7395498392282959 0.7235494880546075 0.8984375 0.6091954022988506 0.6284153005464481 0.8907563025210085 0.609 0.0 0.583 0.0 0.6858001815083069 0.6466165413533835 0.7044025157232705 0.9148936170212766 0.5656565656565656 0.5 0.9333333333333333 0.58 0.0 0.594 0.0 0.7788348662908448 0.8089887640449438 0.7462686567164178 0.8888888888888888 0.6666666666666666 0.7422680412371134 0.847457627118644 0.589 0.0 0.575 0.0 0.7041566753273728 0.6502057613168725 0.7318611987381703 0.8315789473684211 0.6270270270270271 0.5337837837837838 0.8787878787878788 0.684 0.0 0.651 0.0 0.6863622750964894 0.5739130434782609 0.7231638418079096 0.9166666666666666 0.5818181818181818 0.4177215189873418 0.9552238805970149 0.532 0.0 0.553 0.0 0.7322428038379531 0.71875 0.7428571428571429 0.7796610169491526 0.6933333333333334 0.6666666666666666 0.8 0.579
all-mpnet-base-v2_mask 10 0.687 0.0 0.699 0.0 0.826429843327831 0.7156517362858581 0.8743047830923247 0.7269938650306749 0.8683163941670349 0.7046580773042617 0.8803763440860215 0.702 0.0 0.705 0.0 0.8136622108499816 0.7741935483870969 0.8426966292134831 0.75 0.8620689655172413 0.8 0.8241758241758241 0.658 0.0 0.652 0.0 0.8019111473837922 0.6947368421052632 0.8527918781725888 0.7021276595744681 0.8484848484848485 0.6875 0.8571428571428571 0.744 0.0 0.738 0.0 0.8267309826688296 0.823529411764706 0.830188679245283 0.7777777777777778 0.88 0.875 0.7857142857142857 0.689 0.0 0.692 0.0 0.8162268383738054 0.7093023255813953 0.8711340206185566 0.6421052631578947 0.9135135135135135 0.7922077922077922 0.8325123152709359 0.739 0.0 0.747 0.0 0.8506601360692098 0.7027027027027027 0.8990825688073394 0.7222222222222222 0.8909090909090909 0.6842105263157895 0.9074074074074074 0.642 0.0 0.682 0.0 0.7820142982566161 0.7142857142857142 0.8352941176470587 0.5932203389830508 0.9466666666666667 0.8974358974358975 0.7473684210526316 0.579
multi-qa-mpnet-base-dot-v1 10 0.531 0.0 0.53 0.0 0.5251234134992024 0.5544729849424269 0.5124394184168013 0.9601226993865031 0.3504197967300044 0.38978829389788294 0.953125 0.6 0.0 0.595 0.0 0.625913358740712 0.6968838526912181 0.5737051792828685 0.9609375 0.41379310344827586 0.5466666666666666 0.935064935064935 0.589 0.0 0.567 0.0 0.5627170268741761 0.5827814569536424 0.5531914893617021 0.9361702127659575 0.3939393939393939 0.4230769230769231 0.9285714285714286 0.628 0.0 0.627 0.0 0.6945925361766947 0.7821782178217821 0.6000000000000001 0.9753086419753086 0.44 0.6528925619834711 0.9428571428571428 0.579 0.0 0.559 0.0 0.5948914431673052 0.6137931034482759 0.5851851851851851 0.9368421052631579 0.42702702702702705 0.4564102564102564 0.9294117647058824 0.661 0.0 0.632 0.0 0.5101814142910033 0.5 0.5135135135135135 1.0 0.34545454545454546 0.3333333333333333 1.0 0.529 0.0 0.529 0.0 0.6958615858502233 0.726027397260274 0.6721311475409836 0.8983050847457628 0.5466666666666666 0.6091954022988506 0.8723404255319149 0.505
multi-qa-mpnet-base-dot-v1_mask 10 0.654 0.0 0.665 0.0 0.7841928765310833 0.6889746889746889 0.8253432907733076 0.8210633946830266 0.7569597878921785 0.5934959349593496 0.9073093220338984 0.709 0.0 0.712 0.0 0.8057681015927776 0.7870036101083033 0.8195718654434252 0.8515625 0.7701149425287356 0.7315436241610739 0.8758169934640523 0.669 0.0 0.661 0.0 0.7871279405525982 0.7090909090909091 0.8241758241758242 0.8297872340425532 0.7575757575757576 0.6190476190476191 0.9036144578313253 0.755 0.0 0.748 0.0 0.8265299639447894 0.8383233532934131 0.8137931034482757 0.8641975308641975 0.7866666666666666 0.813953488372093 0.8428571428571429 0.681 0.0 0.666 0.0 0.8129938251440767 0.7363184079601991 0.852367688022284 0.7789473684210526 0.827027027027027 0.6981132075471698 0.8793103448275862 0.718 0.0 0.713 0.0 0.8261901642547692 0.7096774193548387 0.8643216080402011 0.9166666666666666 0.7818181818181819 0.5789473684210527 0.9662921348314607 0.659 0.0 0.671 0.0 0.8030507186290767 0.7592592592592592 0.8374999999999999 0.6949152542372882 0.8933333333333333 0.8367346938775511 0.788235294117647 0.505
all-distilroberta-v1 10 0.576 0.0 0.579 0.0 0.5788838129663739 0.5797905113986445 0.5784919653893696 0.9621676891615542 0.413610251878038 0.4149029982363316 0.9619732785200411 0.624 0.0 0.625 0.0 0.7185504117938443 0.7492447129909365 0.695970695970696 0.96875 0.5459770114942529 0.6108374384236454 0.9595959595959596 0.61 0.0 0.596 0.0 0.6470461122901794 0.6338028169014084 0.6533333333333333 0.9574468085106383 0.494949494949495 0.47368421052631576 0.9607843137254902 0.671 0.0 0.687 0.0 0.7936656839095864 0.835978835978836 0.7479674796747966 0.9753086419753086 0.6133333333333333 0.7314814814814815 0.9583333333333334 0.642 0.0 0.629 0.0 0.6715443660313932 0.654275092936803 0.6804123711340206 0.9263157894736842 0.5351351351351351 0.5057471264367817 0.9339622641509434 0.69 0.0 0.664 0.0 0.6504482040275236 0.5645161290322581 0.6785714285714285 0.9722222222222222 0.5181818181818182 0.3977272727272727 0.9827586206896551 0.594 0.0 0.609 0.0 0.7041085572976163 0.7310344827586208 0.6829268292682927 0.8983050847457628 0.56 0.6162790697674418 0.875 0.612
all-distilroberta-v1_mask 10 0.708 0.0 0.721 0.0 0.8315730763758475 0.7373880245167374 0.8722770006879156 0.7995910020449898 0.8404772425983208 0.68416447944007 0.9065776930409915 0.702 0.0 0.703 0.0 0.8410596026490066 0.8125 0.8620689655172413 0.8125 0.8620689655172413 0.8125 0.8620689655172413 0.652 0.0 0.652 0.0 0.8244777397260274 0.74 0.8645833333333334 0.7872340425531915 0.8383838383838383 0.6981132075471698 0.8924731182795699 0.746 0.0 0.749 0.0 0.8589743589743589 0.858974358974359 0.858974358974359 0.8271604938271605 0.8933333333333333 0.8933333333333333 0.8271604938271605 0.72 0.0 0.719 0.0 0.8646237707039337 0.8020833333333334 0.8967391304347826 0.8105263157894737 0.8918918918918919 0.7938144329896907 0.9016393442622951 0.706 0.0 0.718 0.0 0.8564597593074289 0.7441860465116279 0.8932038834951457 0.8888888888888888 0.8363636363636363 0.64 0.9583333333333334 0.729 0.0 0.748 0.0 0.8782606881733889 0.8490566037735849 0.9012345679012346 0.7627118644067796 0.9733333333333334 0.9574468085106383 0.8390804597701149 0.612
all-MiniLM-L12-v2 10 0.551 0.0 0.549 0.0 0.5622411861186444 0.5714285714285714 0.5582706766917293 0.9611451942740287 0.3937251436146708 0.40657439446366783 0.9590958019375673 0.602 0.0 0.602 0.0 0.7087062435638836 0.7393939393939394 0.6861313868613138 0.953125 0.5402298850574713 0.6039603960396039 0.94 0.583 0.0 0.573 0.0 0.6619760016479554 0.6428571428571429 0.6710526315789473 0.9574468085106383 0.5151515151515151 0.4838709677419355 0.9622641509433962 0.653 0.0 0.652 0.0 0.75975310280746 0.8105263157894737 0.7049180327868853 0.9506172839506173 0.5733333333333334 0.7064220183486238 0.9148936170212766 0.556 0.0 0.529 0.0 0.5979449879825459 0.6185567010309277 0.587360594795539 0.9473684210526315 0.42702702702702705 0.45918367346938777 0.9404761904761905 0.673 0.0 0.629 0.0 0.5826018672018148 0.5333333333333333 0.5987261146496815 1.0 0.42727272727272725 0.36363636363636365 1.0 0.455 0.0 0.445 0.0 0.62465146793505 0.6923076923076923 0.5714285714285715 0.9152542372881356 0.4266666666666667 0.5567010309278351 0.8648648648648649 0.587
all-MiniLM-L12-v2_mask 10 0.717 0.0 0.727 0.0 0.8439458445065956 0.7430309173846934 0.8875582168995343 0.7494887525562373 0.8842244807777286 0.7366834170854272 0.8909171861086376 0.705 0.0 0.713 0.0 0.8117511846837835 0.7627118644067796 0.8478260869565218 0.703125 0.896551724137931 0.8333333333333334 0.8041237113402062 0.698 0.0 0.695 0.0 0.8272224606307617 0.7252747252747254 0.8756218905472637 0.7021276595744681 0.8888888888888888 0.75 0.8627450980392157 0.728 0.0 0.732 0.0 0.7997474546927364 0.7862068965517242 0.8143712574850299 0.7037037037037037 0.9066666666666666 0.890625 0.7391304347826086 0.7 0.0 0.697 0.0 0.8450226244343894 0.7529411764705883 0.8923076923076924 0.6736842105263158 0.9405405405405406 0.8533333333333334 0.848780487804878 0.745 0.0 0.757 0.0 0.8715661890032195 0.7466666666666666 0.9124423963133641 0.7777777777777778 0.9 0.717948717948718 0.9252336448598131 0.664 0.0 0.671 0.0 0.8189902328939421 0.7578947368421053 0.8670520231213872 0.6101694915254238 1.0 1.0 0.7653061224489796 0.587
multi-qa-distilbert-cos-v1 10 0.559 0.0 0.554 0.0 0.5220867682101229 0.5599300087489064 0.5057320668195218 0.9815950920245399 0.34114007954043307 0.39167686658506734 0.9772151898734177 0.584 0.0 0.579 0.0 0.6424083480189952 0.695906432748538 0.6030534351145038 0.9296875 0.4540229885057471 0.5560747663551402 0.8977272727272727 0.608 0.0 0.588 0.0 0.606565724429106 0.6174496644295302 0.6013986013986014 0.9787234042553191 0.43434343434343436 0.45098039215686275 0.9772727272727273 0.592 0.0 0.593 0.0 0.6836715555094097 0.7564766839378239 0.6050420168067226 0.9012345679012346 0.48 0.6517857142857143 0.8181818181818182 0.616 0.0 0.601 0.0 0.5900404733849071 0.6241610738255035 0.5725190839694657 0.9789473684210527 0.40540540540540543 0.458128078817734 0.974025974025974 0.675 0.0 0.637 0.0 0.5350553291859768 0.5106382978723404 0.543046357615894 1.0 0.37272727272727274 0.34285714285714286 1.0 0.555 0.0 0.57 0.0 0.6625873901280308 0.7261146496815286 0.6126126126126126 0.9661016949152542 0.4533333333333333 0.5816326530612245 0.9444444444444444 0.598
multi-qa-distilbert-cos-v1_mask 10 0.71 0.0 0.721 0.0 0.8455185106704998 0.7471091000502764 0.8880480747829959 0.7597137014314929 0.8815731330092798 0.734915924826904 0.8946188340807175 0.72 0.0 0.716 0.0 0.7897400433590669 0.7280701754385964 0.8351063829787234 0.6484375 0.9022988505747126 0.83 0.7772277227722773 0.698 0.0 0.708 0.0 0.855752469817048 0.7741935483870968 0.8944723618090452 0.7659574468085106 0.898989898989899 0.782608695652174 0.89 0.743 0.0 0.725 0.0 0.7309430682312038 0.6962962962962963 0.7683615819209039 0.5802469135802469 0.9066666666666666 0.8703703703703703 0.6666666666666666 0.718 0.0 0.719 0.0 0.859343454736332 0.7868852459016393 0.896551724137931 0.7578947368421053 0.9135135135135135 0.8181818181818182 0.8802083333333334 0.758 0.0 0.77 0.0 0.8743174129137903 0.7654320987654321 0.909952606635071 0.8611111111111112 0.8727272727272727 0.6888888888888889 0.9504950495049505 0.683 0.0 0.719 0.0 0.84623304455751 0.803921568627451 0.8795180722891567 0.6949152542372882 0.9733333333333334 0.9534883720930233 0.8021978021978022 0.598
all-MiniLM-L6-v2 10 0.564 0.0 0.565 0.0 0.4711131774184005 0.5423443634324172 0.44032921810699593 0.9887525562372188 0.2836942112240389 0.37364760432766614 0.9831546707503829 0.607 0.0 0.608 0.0 0.6262415526593388 0.7039106145251397 0.5691056910569106 0.984375 0.40229885057471265 0.5478260869565217 0.9722222222222222 0.602 0.0 0.591 0.0 0.5402379082686212 0.5859872611464968 0.5185185185185186 0.9787234042553191 0.35353535353535354 0.41818181818181815 0.9722222222222222 0.652 0.0 0.661 0.0 0.716505828446127 0.7960199004975124 0.6306306306306306 0.9876543209876543 0.4666666666666667 0.6666666666666666 0.9722222222222222 0.629 0.0 0.602 0.0 0.5652442557186126 0.6092715231788078 0.5426356589147286 0.968421052631579 0.3783783783783784 0.4444444444444444 0.958904109589041 0.68 0.0 0.642 0.0 0.4931506849315068 0.4931506849315069 0.4931506849315069 1.0 0.32727272727272727 0.32727272727272727 1.0 0.584 0.0 0.596 0.0 0.6559305122737958 0.717948717948718 0.6071428571428572 0.9491525423728814 0.4533333333333333 0.5773195876288659 0.918918918918919 0.646
all-MiniLM-L6-v2_mask 10 0.714 0.0 0.728 0.0 0.8146081199815801 0.7275120666959194 0.8522483940042828 0.8476482617586912 0.7914273088820151 0.6372021521906226 0.9231958762886598 0.696 0.0 0.71 0.0 0.8346002972817622 0.8062015503875969 0.8554913294797688 0.8125 0.8505747126436781 0.8 0.8604651162790697 0.678 0.0 0.7 0.0 0.8257432235499853 0.7499999999999999 0.8617021276595745 0.8297872340425532 0.8181818181818182 0.6842105263157895 0.9101123595505618 0.728 0.0 0.723 0.0 0.8460526814957194 0.8441558441558442 0.8481012658227848 0.8024691358024691 0.8933333333333333 0.8904109589041096 0.8072289156626506 0.718 0.0 0.711 0.0 0.8519414790641076 0.792079207920792 0.8826815642458101 0.8421052631578947 0.8540540540540541 0.7476635514018691 0.9132947976878613 0.747 0.0 0.758 0.0 0.8576698765766988 0.7555555555555556 0.8910891089108911 0.9444444444444444 0.8181818181818182 0.6296296296296297 0.9782608695652174 0.689 0.0 0.702 0.0 0.8496186649171724 0.8214285714285715 0.8717948717948718 0.7796610169491526 0.9066666666666666 0.8679245283018868 0.8395061728395061 0.646
multi-qa-MiniLM-L6-cos-v1 10 0.549 0.0 0.548 0.0 0.5384341307322492 0.5631125631125631 0.52776886035313 0.9693251533742331 0.36323464427750773 0.3968187526161574 0.9647887323943662 0.589 0.0 0.581 0.0 0.6618568615237596 0.7062314540059347 0.6292134831460675 0.9296875 0.4827586206896552 0.569377990430622 0.9032258064516129 0.616 0.0 0.596 0.0 0.606565724429106 0.6174496644295302 0.6013986013986014 0.9787234042553191 0.43434343434343436 0.45098039215686275 0.9772727272727273 0.613 0.0 0.61 0.0 0.7211604455942136 0.776595744680851 0.6612903225806451 0.9012345679012346 0.5466666666666666 0.6822429906542056 0.8367346938775511 0.651 0.0 0.632 0.0 0.6113163944873882 0.6348122866894199 0.599250936329588 0.9789473684210527 0.43243243243243246 0.4696969696969697 0.975609756097561 0.68 0.0 0.652 0.0 0.5826018672018148 0.5333333333333333 0.5987261146496815 1.0 0.42727272727272725 0.36363636363636365 1.0 0.599 0.0 0.617 0.0 0.6535046287549594 0.7215189873417721 0.6000000000000001 0.9661016949152542 0.44 0.5757575757575758 0.9428571428571428 0.59
multi-qa-MiniLM-L6-cos-v1_mask 10 0.701 0.0 0.716 0.0 0.8461020040687942 0.7452782031648801 0.8896749944726953 0.7464212678936605 0.8890852850198852 0.744138634046891 0.8902654867256637 0.712 0.0 0.714 0.0 0.8113655173257822 0.7606837606837608 0.8486486486486486 0.6953125 0.9022988505747126 0.839622641509434 0.8010204081632653 0.705 0.0 0.71 0.0 0.8565563481055046 0.7789473684210526 0.8934010152284263 0.7872340425531915 0.8888888888888888 0.7708333333333334 0.8979591836734694 0.732 0.0 0.721 0.0 0.7719929880906301 0.7482014388489209 0.7976878612716762 0.6419753086419753 0.92 0.896551724137931 0.7040816326530612 0.735 0.0 0.729 0.0 0.876796157059315 0.8111111111111111 0.9105263157894737 0.7684210526315789 0.9351351351351351 0.8588235294117647 0.8871794871794871 0.765 0.0 0.772 0.0 0.9134406461891398 0.8354430379746837 0.9389671361502346 0.9166666666666666 0.9090909090909091 0.7674418604651163 0.970873786407767 0.707 0.0 0.714 0.0 0.8380711607669838 0.7920792079207921 0.874251497005988 0.6779661016949152 0.9733333333333334 0.9523809523809523 0.7934782608695652 0.59
paraphrase-multilingual-mpnet-base-v2 10 0.596 0.0 0.58 0.0 0.5263278933015298 0.5626643295354952 0.510624387054593 0.9846625766871165 0.3451171011931065 0.39386503067484663 0.9811557788944724 0.603 0.0 0.585 0.0 0.5994037674126708 0.6869806094182825 0.5349794238683127 0.96875 0.3735632183908046 0.5321888412017167 0.9420289855072463 0.611 0.0 0.585 0.0 0.5927610130055657 0.6040268456375839 0.5874125874125874 0.9574468085106383 0.42424242424242425 0.4411764705882353 0.9545454545454546 0.606 0.0 0.593 0.0 0.6081277213352686 0.7452830188679245 0.4600000000000001 0.9753086419753086 0.30666666666666664 0.6030534351145038 0.92 0.691 0.0 0.657 0.0 0.6165936872833425 0.6344827586206897 0.6074074074074075 0.968421052631579 0.44324324324324327 0.4717948717948718 0.9647058823529412 0.713 0.0 0.67 0.0 0.5458180889985536 0.5072463768115942 0.5584415584415585 0.9722222222222222 0.39090909090909093 0.3431372549019608 0.9772727272727273 0.668 0.0 0.673 0.0 0.7065748841996913 0.7500000000000001 0.6724137931034483 0.9661016949152542 0.52 0.6129032258064516 0.9512195121951219 0.522
paraphrase-multilingual-mpnet-base-v2_mask 10 0.723 0.0 0.731 0.0 0.832702135608933 0.7530864197530864 0.8671096345514951 0.8732106339468303 0.8073353954927088 0.662015503875969 0.9364428498206048 0.728 0.0 0.725 0.0 0.8317518098854523 0.8075471698113207 0.8495575221238938 0.8359375 0.8275862068965517 0.781021897810219 0.8727272727272727 0.671 0.0 0.687 0.0 0.8455975022007739 0.7766990291262136 0.8783068783068783 0.851063829787234 0.8383838383838383 0.7142857142857143 0.9222222222222223 0.759 0.0 0.744 0.0 0.8205128205128205 0.8271604938271605 0.8133333333333334 0.8271604938271605 0.8133333333333334 0.8271604938271605 0.8133333333333334 0.762 0.0 0.754 0.0 0.8869841269841271 0.8400000000000001 0.9111111111111112 0.8842105263157894 0.8864864864864865 0.8 0.9371428571428572 0.771 0.0 0.773 0.0 0.8706089787060897 0.7777777777777778 0.9009900990099009 0.9722222222222222 0.8272727272727273 0.6481481481481481 0.9891304347826086 0.747 0.0 0.775 0.0 0.9094584614327672 0.890909090909091 0.9240506329113923 0.8305084745762712 0.9733333333333334 0.9607843137254902 0.8795180722891566 0.522
paraphrase-albert-small-v2 10 0.547 0.0 0.539 0.0 0.5083578377253666 0.5533391153512576 0.48891829308633805 0.9785276073619632 0.32655766681396375 0.3857315598548972 0.9723684210526315 0.608 0.0 0.587 0.0 0.5327643910138798 0.6649076517150395 0.43555555555555553 0.984375 0.28160919540229884 0.50199203187251 0.9607843137254902 0.577 0.0 0.555 0.0 0.5517430752689835 0.5844155844155844 0.5362318840579711 0.9574468085106383 0.37373737373737376 0.4205607476635514 0.9487179487179487 0.605 0.0 0.594 0.0 0.5064721485411141 0.72 0.2758620689655173 1.0 0.16 0.5625 1.0 0.629 0.0 0.58 0.0 0.6124354824599774 0.6197183098591549 0.6086956521739131 0.9263157894736842 0.4540540540540541 0.4656084656084656 0.9230769230769231 0.649 0.0 0.605 0.0 0.5378195429152246 0.5035971223021584 0.5490196078431372 0.9722222222222222 0.38181818181818183 0.33980582524271846 0.9767441860465116 0.631 0.0 0.622 0.0 0.7041085572976163 0.7310344827586208 0.6829268292682927 0.8983050847457628 0.56 0.6162790697674418 0.875 0.596
paraphrase-albert-small-v2_mask 10 0.689 0.0 0.694 0.0 0.8138015332311145 0.7156637574644006 0.8562137049941927 0.7965235173824131 0.8144056562085726 0.6497080900750626 0.9025465230166504 0.715 0.0 0.71 0.0 0.8141514482574085 0.7777777777777778 0.8409090909090909 0.765625 0.8505747126436781 0.7903225806451613 0.8314606741573034 0.69 0.0 0.687 0.0 0.8372765290270887 0.7551020408163265 0.8762886597938143 0.7872340425531915 0.8585858585858586 0.7254901960784313 0.8947368421052632 0.72 0.0 0.715 0.0 0.7947369086609593 0.7922077922077922 0.7974683544303797 0.7530864197530864 0.84 0.8356164383561644 0.7590361445783133 0.731 0.0 0.702 0.0 0.8608901739727942 0.7958115183246073 0.8943089430894309 0.8 0.8918918918918919 0.7916666666666666 0.8967391304347826 0.762 0.0 0.747 0.0 0.8763206101593372 0.7816091954022987 0.9073170731707316 0.9444444444444444 0.8454545454545455 0.6666666666666666 0.9789473684210527 0.694 0.0 0.696 0.0 0.8470709305256083 0.8076923076923076 0.8780487804878049 0.711864406779661 0.96 0.9333333333333333 0.8089887640449438 0.596
paraphrase-multilingual-MiniLM-L12-v2 10 0.61 0.0 0.594 0.0 0.5685268155604866 0.5803328290468985 0.5634246144161158 0.9805725971370143 0.39549270879363674 0.4121186076493339 0.9792122538293216 0.646 0.0 0.602 0.0 0.6560847789276054 0.7163323782234956 0.6117647058823529 0.9765625 0.4482758620689655 0.5656108597285068 0.9629629629629629 0.633 0.0 0.574 0.0 0.6378548774256987 0.6344827586206897 0.6394557823129252 0.9787234042553191 0.47474747474747475 0.46938775510204084 0.9791666666666666 0.651 0.0 0.637 0.0 0.6781464722641193 0.7745098039215687 0.5740740740740741 0.9753086419753086 0.41333333333333333 0.6422764227642277 0.9393939393939394 0.676 0.0 0.637 0.0 0.6593479513187542 0.6496350364963503 0.6643356643356643 0.9368421052631579 0.5135135135135135 0.4972067039106145 0.9405940594059405 0.709 0.0 0.666 0.0 0.5846744024703786 0.5263157894736842 0.6037735849056604 0.9722222222222222 0.43636363636363634 0.36082474226804123 0.9795918367346939 0.655 0.0 0.656 0.0 0.7515171670546581 0.7659574468085107 0.7401574803149606 0.9152542372881356 0.6266666666666667 0.6585365853658537 0.9038461538461539 0.541
paraphrase-multilingual-MiniLM-L12-v2_mask 10 0.713 0.0 0.72 0.0 0.8372077609247021 0.7510354348826508 0.8744488280343468 0.8343558282208589 0.8325231992929739 0.6828451882845188 0.9208211143695014 0.735 0.0 0.709 0.0 0.800624088000898 0.7599999999999999 0.8305084745762712 0.7421875 0.8448275862068966 0.7786885245901639 0.8166666666666667 0.695 0.0 0.661 0.0 0.8117025036402448 0.7254901960784313 0.8526315789473683 0.7872340425531915 0.8181818181818182 0.6727272727272727 0.8901098901098901 0.762 0.0 0.751 0.0 0.7939252573398915 0.7837837837837838 0.8048780487804879 0.7160493827160493 0.88 0.8656716417910447 0.7415730337078652 0.737 0.0 0.721 0.0 0.8525688545688545 0.7783783783783784 0.8906666666666666 0.7578947368421053 0.9027027027027027 0.8 0.8789473684210526 0.77 0.0 0.762 0.0 0.8487591316962153 0.7228915662650603 0.8899521531100478 0.8333333333333334 0.8454545454545455 0.6382978723404256 0.9393939393939394 0.716 0.0 0.726 0.0 0.8616097401017592 0.823529411764706 0.8915662650602411 0.711864406779661 0.9866666666666667 0.9767441860465116 0.8131868131868132 0.541
paraphrase-MiniLM-L3-v2 10 0.522 0.0 0.516 0.0 0.4203921767991026 0.5251153950583762 0.3751339764201501 0.9887525562372188 0.23199292973928415 0.3574861367837338 0.9794776119402985 0.602 0.0 0.586 0.0 0.5036774347851187 0.6545454545454545 0.3926940639269407 0.984375 0.2471264367816092 0.490272373540856 0.9555555555555556 0.584 0.0 0.546 0.0 0.4678119780481986 0.5575757575757576 0.4251968503937008 0.9787234042553191 0.2727272727272727 0.3898305084745763 0.9642857142857143 0.65 0.0 0.646 0.0 0.5448464578899361 0.7272727272727272 0.3478260869565218 0.9876543209876543 0.21333333333333335 0.5755395683453237 0.9411764705882353 0.555 0.0 0.527 0.0 0.4987748100955648 0.5849056603773585 0.45454545454545453 0.9789473684210527 0.2972972972972973 0.4170403587443946 0.9649122807017544 0.642 0.0 0.606 0.0 0.3921253074032064 0.45859872611464975 0.37037037037037035 1.0 0.22727272727272727 0.2975206611570248 1.0 0.494 0.0 0.523 0.0 0.6256154647901724 0.7080745341614907 0.5607476635514019 0.9661016949152542 0.4 0.5588235294117647 0.9375 0.645
paraphrase-MiniLM-L3-v2_mask 10 0.683 0.0 0.701 0.0 0.8049313489334103 0.7122080211546937 0.8450035604082602 0.8261758691206544 0.7865665046398586 0.6258714175058094 0.9128205128205128 0.717 0.0 0.699 0.0 0.8107150782645078 0.7729083665338644 0.8385269121813032 0.7578125 0.8505747126436781 0.7886178861788617 0.8268156424581006 0.72 0.0 0.682 0.0 0.7902826977992 0.6868686868686869 0.839378238341969 0.723404255319149 0.8181818181818182 0.6538461538461539 0.8617021276595744 0.726 0.0 0.705 0.0 0.8330592105263158 0.8289473684210527 0.8374999999999999 0.7777777777777778 0.8933333333333333 0.8873239436619719 0.788235294117647 0.665 0.0 0.654 0.0 0.8560582955520756 0.8019323671497586 0.8838526912181304 0.8736842105263158 0.8432432432432433 0.7410714285714286 0.9285714285714286 0.748 0.0 0.752 0.0 0.8581596188207267 0.7608695652173912 0.89 0.9722222222222222 0.8090909090909091 0.625 0.9888888888888889 0.59 0.0 0.602 0.0 0.8577496150958762 0.8347826086956522 0.8758169934640523 0.8135593220338984 0.8933333333333333 0.8571428571428571 0.8589743589743589 0.645
distiluse-base-multilingual-cased-v1 10 0.581 0.0 0.584 0.0 0.47566871337999683 0.5433558558558559 0.44641638225255975 0.9867075664621677 0.2889969067609368 0.3749028749028749 0.9805097451274363 0.623 0.0 0.615 0.0 0.5209341642377534 0.6631853785900783 0.41628959276018107 0.9921875 0.26436781609195403 0.4980392156862745 0.9787234042553191 0.57 0.0 0.581 0.0 0.548833653587884 0.5897435897435898 0.5294117647058825 0.9787234042553191 0.36363636363636365 0.42201834862385323 0.972972972972973 0.641 0.0 0.632 0.0 0.48367452707955433 0.7136563876651982 0.23529411764705882 1.0 0.13333333333333333 0.5547945205479452 1.0 0.566 0.0 0.545 0.0 0.5792344539533254 0.6027397260273973 0.5671641791044776 0.9263157894736842 0.41081081081081083 0.4467005076142132 0.9156626506024096 0.633 0.0 0.615 0.0 0.5049983573473505 0.4895104895104895 0.5100671140939598 0.9722222222222222 0.34545454545454546 0.32710280373831774 0.9743589743589743 0.566 0.0 0.584 0.0 0.6706889106438929 0.7114093959731544 0.638655462184874 0.8983050847457628 0.5066666666666667 0.5888888888888889 0.8636363636363636 0.648
distiluse-base-multilingual-cased-v1_mask 10 0.682 0.0 0.706 0.0 0.8309326663590652 0.7103004291845494 0.8830662624512775 0.6768916155419223 0.9010163499779055 0.7471783295711061 0.8658174097664544 0.678 0.0 0.695 0.0 0.789222758981887 0.7256637168141593 0.835978835978836 0.640625 0.9080459770114943 0.8367346938775511 0.7745098039215687 0.634 0.0 0.655 0.0 0.8014137688795222 0.6666666666666666 0.8653846153846153 0.5957446808510638 0.9090909090909091 0.7567567567567568 0.8256880733944955 0.704 0.0 0.709 0.0 0.7795232936078006 0.7605633802816901 0.7999999999999999 0.6666666666666666 0.9066666666666666 0.8852459016393442 0.7157894736842105 0.683 0.0 0.685 0.0 0.8155987795575896 0.6956521739130435 0.8771929824561404 0.5894736842105263 0.9459459459459459 0.8484848484848485 0.8177570093457944 0.774 0.0 0.786 0.0 0.9113654844561208 0.8219178082191781 0.9406392694063928 0.8333333333333334 0.9363636363636364 0.8108108108108109 0.944954128440367 0.638 0.0 0.651 0.0 0.7079375848032564 0.5909090909090909 0.7999999999999999 0.4406779661016949 0.96 0.896551724137931 0.6857142857142857 0.648
distiluse-base-multilingual-cased-v2 10 0.577 0.0 0.579 0.0 0.44007952080047763 0.5305448541552008 0.4009831460674157 0.9856850715746421 0.25231992929739283 0.3629518072289157 0.976068376068376 0.636 0.0 0.63 0.0 0.4860419314959143 0.6512820512820513 0.36448598130841126 0.9921875 0.22413793103448276 0.4847328244274809 0.975 0.58 0.0 0.579 0.0 0.47724899766120943 0.5609756097560975 0.4375 0.9787234042553191 0.2828282828282828 0.39316239316239315 0.9655172413793104 0.657 0.0 0.66 0.0 0.49517944496335115 0.7168141592920354 0.2558139534883721 1.0 0.14666666666666667 0.5586206896551724 1.0 0.585 0.0 0.567 0.0 0.565102866433665 0.5993265993265994 0.5475285171102662 0.9368421052631579 0.3891891891891892 0.4405940594059406 0.9230769230769231 0.636 0.0 0.624 0.0 0.4530378144426135 0.4697986577181208 0.44755244755244744 0.9722222222222222 0.2909090909090909 0.30973451327433627 0.9696969696969697 0.609 0.0 0.621 0.0 0.6944332392093587 0.7297297297297298 0.6666666666666667 0.9152542372881356 0.5333333333333333 0.6067415730337079 0.8888888888888888 0.655
distiluse-base-multilingual-cased-v2_mask 10 0.685 0.0 0.709 0.0 0.836034691640202 0.7265221878224973 0.883362676056338 0.7198364008179959 0.8868758285461776 0.7333333333333333 0.8798772468215695 0.697 0.0 0.713 0.0 0.8229688680647611 0.7818930041152263 0.853185595567867 0.7421875 0.8850574712643678 0.8260869565217391 0.8235294117647058 0.635 0.0 0.664 0.0 0.8121512695135534 0.6966292134831461 0.8669950738916256 0.6595744680851063 0.8888888888888888 0.7380952380952381 0.8461538461538461 0.731 0.0 0.732 0.0 0.8332237382870294 0.8311688311688312 0.8354430379746836 0.7901234567901234 0.88 0.8767123287671232 0.7951807228915663 0.697 0.0 0.703 0.0 0.82729564932245 0.7160493827160493 0.8844221105527639 0.6105263157894737 0.9513513513513514 0.8656716417910447 0.8262910798122066 0.766 0.0 0.792 0.0 0.9185418924013872 0.8378378378378377 0.944954128440367 0.8611111111111112 0.9363636363636364 0.8157894736842105 0.9537037037037037 0.666 0.0 0.679 0.0 0.7241632745364088 0.6136363636363636 0.8111111111111111 0.4576271186440678 0.9733333333333334 0.9310344827586207 0.6952380952380952 0.655
multi-qa-MiniLM-L6-dot-v1 10 0.473 0.0 0.482 0.0 0.611129621596994 0.5783606557377049 0.6252913752913752 0.901840490797546 0.47414935925762264 0.42567567567567566 0.9178785286569717 0.55 0.0 0.544 0.0 0.6822667540846519 0.7003154574132492 0.6689895470383276 0.8671875 0.5517241379310345 0.5873015873015873 0.8495575221238938 0.554 0.0 0.547 0.0 0.7005024850632358 0.6511627906976745 0.7239263803680981 0.8936170212765957 0.5959595959595959 0.5121951219512195 0.921875 0.517 0.0 0.515 0.0 0.6680481495169209 0.7340425531914894 0.5967741935483871 0.8518518518518519 0.49333333333333335 0.6448598130841121 0.7551020408163265 0.604 0.0 0.586 0.0 0.6529309640522876 0.6397058823529412 0.6597222222222221 0.9157894736842105 0.5135135135135135 0.4915254237288136 0.9223300970873787 0.611 0.0 0.603 0.0 0.638630929578209 0.540983606557377 0.6705882352941176 0.9166666666666666 0.5181818181818182 0.38372093023255816 0.95 0.569 0.0 0.576 0.0 0.6775006324310652 0.7200000000000001 0.6440677966101697 0.9152542372881356 0.5066666666666667 0.5934065934065934 0.8837209302325582 0.296
multi-qa-MiniLM-L6-dot-v1_mask 10 0.547 0.0 0.571 0.0 0.7708319180400737 0.6331707317073171 0.8303249097472923 0.66359918200409 0.8130799823243482 0.605410447761194 0.8483171968649147 0.614 0.0 0.612 0.0 0.7725072430268335 0.7048458149779737 0.8222811671087532 0.625 0.8908045977011494 0.8080808080808081 0.7635467980295566 0.619 0.0 0.619 0.0 0.8272224606307617 0.7252747252747254 0.8756218905472637 0.7021276595744681 0.8888888888888888 0.75 0.8627450980392157 0.625 0.0 0.604 0.0 0.7249203002879474 0.6911764705882354 0.7613636363636365 0.5802469135802469 0.8933333333333333 0.8545454545454545 0.6633663366336634 0.65 0.0 0.643 0.0 0.8010201106638373 0.6961325966850829 0.8548812664907652 0.6631578947368421 0.8756756756756757 0.7325581395348837 0.8350515463917526 0.678 0.0 0.693 0.0 0.8540062031532697 0.7250000000000001 0.8962264150943398 0.8055555555555556 0.8636363636363636 0.6590909090909091 0.9313725490196079 0.622 0.0 0.619 0.0 0.7455403954909746 0.6732673267326733 0.8023952095808383 0.576271186440678 0.8933333333333333 0.8095238095238095 0.7282608695652174 0.296
multi-qa-distilbert-dot-v1 10 0.532 0.0 0.537 0.0 0.4943597891292669 0.5461847389558233 0.4719626168224299 0.9734151329243353 0.312417145382236 0.379585326953748 0.9645293315143247 0.616 0.0 0.614 0.0 0.6178265117793942 0.7 0.5573770491803278 0.984375 0.39080459770114945 0.5431034482758621 0.9714285714285714 0.636 0.0 0.638 0.0 0.5740780461851308 0.6013071895424836 0.5611510791366906 0.9787234042553191 0.3939393939393939 0.4339622641509434 0.975 0.598 0.0 0.602 0.0 0.666905558209906 0.7729468599033815 0.5523809523809524 0.9876543209876543 0.38666666666666666 0.6349206349206349 0.9666666666666667 0.587 0.0 0.567 0.0 0.5681965778567851 0.6138613861386139 0.5447470817120623 0.9789473684210527 0.3783783783783784 0.44711538461538464 0.9722222222222222 0.668 0.0 0.65 0.0 0.5268506013248441 0.5070422535211268 0.5333333333333333 1.0 0.36363636363636365 0.33962264150943394 1.0 0.506 0.0 0.499 0.0 0.6256154647901724 0.7080745341614907 0.5607476635514019 0.9661016949152542 0.4 0.5588235294117647 0.9375 0.578
multi-qa-distilbert-dot-v1_mask 10 0.647 0.0 0.667 0.0 0.8006490452599988 0.6981818181818181 0.8449322746380196 0.7852760736196319 0.799381352187362 0.6284779050736498 0.8959881129271917 0.696 0.0 0.696 0.0 0.7880059248669138 0.7319148936170213 0.8292682926829268 0.671875 0.8793103448275862 0.8037383177570093 0.7846153846153846 0.674 0.0 0.699 0.0 0.8244777397260274 0.74 0.8645833333333334 0.7872340425531915 0.8383838383838383 0.6981132075471698 0.8924731182795699 0.746 0.0 0.718 0.0 0.7571925249891353 0.725925925925926 0.7909604519774012 0.6049382716049383 0.9333333333333333 0.9074074074074074 0.6862745098039216 0.658 0.0 0.646 0.0 0.8218733825051759 0.7395833333333333 0.8641304347826086 0.7473684210526316 0.8594594594594595 0.7319587628865979 0.8688524590163934 0.73 0.0 0.742 0.0 0.8648145721981538 0.7741935483870968 0.8944723618090452 1.0 0.8090909090909091 0.631578947368421 1.0 0.61 0.0 0.613 0.0 0.7749802181489897 0.707070707070707 0.8284023668639054 0.5932203389830508 0.9333333333333333 0.875 0.7446808510638298 0.578
multi-qa-mpnet-base-dot-v1 10 0.531 0.0 0.53 0.0 0.5251234134992024 0.5544729849424269 0.5124394184168013 0.9601226993865031 0.3504197967300044 0.38978829389788294 0.953125 0.6 0.0 0.595 0.0 0.625913358740712 0.6968838526912181 0.5737051792828685 0.9609375 0.41379310344827586 0.5466666666666666 0.935064935064935 0.589 0.0 0.567 0.0 0.5627170268741761 0.5827814569536424 0.5531914893617021 0.9361702127659575 0.3939393939393939 0.4230769230769231 0.9285714285714286 0.628 0.0 0.627 0.0 0.6945925361766947 0.7821782178217821 0.6000000000000001 0.9753086419753086 0.44 0.6528925619834711 0.9428571428571428 0.579 0.0 0.559 0.0 0.5948914431673052 0.6137931034482759 0.5851851851851851 0.9368421052631579 0.42702702702702705 0.4564102564102564 0.9294117647058824 0.661 0.0 0.632 0.0 0.5101814142910033 0.5 0.5135135135135135 1.0 0.34545454545454546 0.3333333333333333 1.0 0.529 0.0 0.529 0.0 0.6958615858502233 0.726027397260274 0.6721311475409836 0.8983050847457628 0.5466666666666666 0.6091954022988506 0.8723404255319149 0.505
multi-qa-mpnet-base-dot-v1_mask 10 0.654 0.0 0.665 0.0 0.7841928765310833 0.6889746889746889 0.8253432907733076 0.8210633946830266 0.7569597878921785 0.5934959349593496 0.9073093220338984 0.709 0.0 0.712 0.0 0.8057681015927776 0.7870036101083033 0.8195718654434252 0.8515625 0.7701149425287356 0.7315436241610739 0.8758169934640523 0.669 0.0 0.661 0.0 0.7871279405525982 0.7090909090909091 0.8241758241758242 0.8297872340425532 0.7575757575757576 0.6190476190476191 0.9036144578313253 0.755 0.0 0.748 0.0 0.8265299639447894 0.8383233532934131 0.8137931034482757 0.8641975308641975 0.7866666666666666 0.813953488372093 0.8428571428571429 0.681 0.0 0.666 0.0 0.8129938251440767 0.7363184079601991 0.852367688022284 0.7789473684210526 0.827027027027027 0.6981132075471698 0.8793103448275862 0.718 0.0 0.713 0.0 0.8261901642547692 0.7096774193548387 0.8643216080402011 0.9166666666666666 0.7818181818181819 0.5789473684210527 0.9662921348314607 0.659 0.0 0.671 0.0 0.8030507186290767 0.7592592592592592 0.8374999999999999 0.6949152542372882 0.8933333333333333 0.8367346938775511 0.788235294117647 0.505
multi-qa-MiniLM-L6-cos-v1 10 0.549 0.0 0.548 0.0 0.5384341307322492 0.5631125631125631 0.52776886035313 0.9693251533742331 0.36323464427750773 0.3968187526161574 0.9647887323943662 0.589 0.0 0.581 0.0 0.6618568615237596 0.7062314540059347 0.6292134831460675 0.9296875 0.4827586206896552 0.569377990430622 0.9032258064516129 0.616 0.0 0.596 0.0 0.606565724429106 0.6174496644295302 0.6013986013986014 0.9787234042553191 0.43434343434343436 0.45098039215686275 0.9772727272727273 0.613 0.0 0.61 0.0 0.7211604455942136 0.776595744680851 0.6612903225806451 0.9012345679012346 0.5466666666666666 0.6822429906542056 0.8367346938775511 0.651 0.0 0.632 0.0 0.6113163944873882 0.6348122866894199 0.599250936329588 0.9789473684210527 0.43243243243243246 0.4696969696969697 0.975609756097561 0.68 0.0 0.652 0.0 0.5826018672018148 0.5333333333333333 0.5987261146496815 1.0 0.42727272727272725 0.36363636363636365 1.0 0.599 0.0 0.617 0.0 0.6535046287549594 0.7215189873417721 0.6000000000000001 0.9661016949152542 0.44 0.5757575757575758 0.9428571428571428 0.59
multi-qa-MiniLM-L6-cos-v1_mask 10 0.701 0.0 0.716 0.0 0.8461020040687942 0.7452782031648801 0.8896749944726953 0.7464212678936605 0.8890852850198852 0.744138634046891 0.8902654867256637 0.712 0.0 0.714 0.0 0.8113655173257822 0.7606837606837608 0.8486486486486486 0.6953125 0.9022988505747126 0.839622641509434 0.8010204081632653 0.705 0.0 0.71 0.0 0.8565563481055046 0.7789473684210526 0.8934010152284263 0.7872340425531915 0.8888888888888888 0.7708333333333334 0.8979591836734694 0.732 0.0 0.721 0.0 0.7719929880906301 0.7482014388489209 0.7976878612716762 0.6419753086419753 0.92 0.896551724137931 0.7040816326530612 0.735 0.0 0.729 0.0 0.876796157059315 0.8111111111111111 0.9105263157894737 0.7684210526315789 0.9351351351351351 0.8588235294117647 0.8871794871794871 0.765 0.0 0.772 0.0 0.9134406461891398 0.8354430379746837 0.9389671361502346 0.9166666666666666 0.9090909090909091 0.7674418604651163 0.970873786407767 0.707 0.0 0.714 0.0 0.8380711607669838 0.7920792079207921 0.874251497005988 0.6779661016949152 0.9733333333333334 0.9523809523809523 0.7934782608695652 0.59
multi-qa-distilbert-cos-v1 10 0.559 0.0 0.554 0.0 0.5220867682101229 0.5599300087489064 0.5057320668195218 0.9815950920245399 0.34114007954043307 0.39167686658506734 0.9772151898734177 0.584 0.0 0.579 0.0 0.6424083480189952 0.695906432748538 0.6030534351145038 0.9296875 0.4540229885057471 0.5560747663551402 0.8977272727272727 0.608 0.0 0.588 0.0 0.606565724429106 0.6174496644295302 0.6013986013986014 0.9787234042553191 0.43434343434343436 0.45098039215686275 0.9772727272727273 0.592 0.0 0.593 0.0 0.6836715555094097 0.7564766839378239 0.6050420168067226 0.9012345679012346 0.48 0.6517857142857143 0.8181818181818182 0.616 0.0 0.601 0.0 0.5900404733849071 0.6241610738255035 0.5725190839694657 0.9789473684210527 0.40540540540540543 0.458128078817734 0.974025974025974 0.675 0.0 0.637 0.0 0.5350553291859768 0.5106382978723404 0.543046357615894 1.0 0.37272727272727274 0.34285714285714286 1.0 0.555 0.0 0.57 0.0 0.6625873901280308 0.7261146496815286 0.6126126126126126 0.9661016949152542 0.4533333333333333 0.5816326530612245 0.9444444444444444 0.598
multi-qa-distilbert-cos-v1_mask 10 0.71 0.0 0.721 0.0 0.8455185106704998 0.7471091000502764 0.8880480747829959 0.7597137014314929 0.8815731330092798 0.734915924826904 0.8946188340807175 0.72 0.0 0.716 0.0 0.7897400433590669 0.7280701754385964 0.8351063829787234 0.6484375 0.9022988505747126 0.83 0.7772277227722773 0.698 0.0 0.708 0.0 0.855752469817048 0.7741935483870968 0.8944723618090452 0.7659574468085106 0.898989898989899 0.782608695652174 0.89 0.743 0.0 0.725 0.0 0.7309430682312038 0.6962962962962963 0.7683615819209039 0.5802469135802469 0.9066666666666666 0.8703703703703703 0.6666666666666666 0.718 0.0 0.719 0.0 0.859343454736332 0.7868852459016393 0.896551724137931 0.7578947368421053 0.9135135135135135 0.8181818181818182 0.8802083333333334 0.758 0.0 0.77 0.0 0.8743174129137903 0.7654320987654321 0.909952606635071 0.8611111111111112 0.8727272727272727 0.6888888888888889 0.9504950495049505 0.683 0.0 0.719 0.0 0.84623304455751 0.803921568627451 0.8795180722891567 0.6949152542372882 0.9733333333333334 0.9534883720930233 0.8021978021978022 0.598
multi-qa-mpnet-base-cos-v1 10 0.572 0.0 0.564 0.0 0.5513907570522282 0.568598018613029 0.5439543002221517 0.9683026584867076 0.37870083959346 0.40246493837654057 0.9650900900900901 0.615 0.0 0.608 0.0 0.6630386356332838 0.7134502923976607 0.6259541984732825 0.953125 0.47126436781609193 0.5700934579439252 0.9318181818181818 0.633 0.0 0.597 0.0 0.586958533876342 0.5945945945945946 0.5833333333333333 0.9361702127659575 0.42424242424242425 0.43564356435643564 0.9333333333333333 0.639 0.0 0.644 0.0 0.7434710143953547 0.8041237113402061 0.6779661016949152 0.9629629629629629 0.5333333333333333 0.6902654867256637 0.9302325581395349 0.629 0.0 0.615 0.0 0.6579125757145045 0.6546762589928058 0.6595744680851063 0.9578947368421052 0.5027027027027027 0.4972677595628415 0.9587628865979382 0.694 0.0 0.672 0.0 0.5978593420744935 0.5413533834586466 0.6163522012578617 1.0 0.44545454545454544 0.3711340206185567 1.0 0.587 0.0 0.602 0.0 0.7344563975747838 0.7586206896551724 0.7154471544715447 0.9322033898305084 0.5866666666666667 0.6395348837209303 0.9166666666666666 0.598
multi-qa-mpnet-base-cos-v1_mask 10 0.712 0.0 0.722 0.0 0.832117122147474 0.7361904761904762 0.8735737106344135 0.7903885480572597 0.8457799381352188 0.6889483065953654 0.9032562529495045 0.736 0.0 0.741 0.0 0.8410596026490066 0.8125 0.8620689655172413 0.8125 0.8620689655172413 0.8125 0.8620689655172413 0.712 0.0 0.707 0.0 0.8244777397260274 0.74 0.8645833333333334 0.7872340425531915 0.8383838383838383 0.6981132075471698 0.8924731182795699 0.762 0.0 0.761 0.0 0.8589743589743589 0.858974358974359 0.858974358974359 0.8271604938271605 0.8933333333333333 0.8933333333333333 0.8271604938271605 0.71 0.0 0.71 0.0 0.8487511563367253 0.7717391304347826 0.8882978723404255 0.7473684210526316 0.9027027027027027 0.797752808988764 0.8743455497382199 0.739 0.0 0.748 0.0 0.8743174129137903 0.7654320987654321 0.909952606635071 0.8611111111111112 0.8727272727272727 0.6888888888888889 0.9504950495049505 0.695 0.0 0.735 0.0 0.8236619198798594 0.7766990291262135 0.8606060606060606 0.6779661016949152 0.9466666666666667 0.9090909090909091 0.7888888888888889 0.598
msmarco-distilbert-base-tas-b 10 0.473 0.0 0.468 0.0 0.527383606565859 0.5528503562945368 0.5163776493256261 0.9519427402862985 0.35528060097216085 0.3895397489539749 0.9447708578143361 0.536 0.0 0.527 0.0 0.603671938141594 0.6888888888888889 0.5409836065573771 0.96875 0.3793103448275862 0.5344827586206896 0.9428571428571428 0.518 0.0 0.503 0.0 0.6258866627534458 0.6153846153846154 0.6308724832214765 0.9361702127659575 0.47474747474747475 0.4583333333333333 0.94 0.528 0.0 0.549 0.0 0.575150655795817 0.7373271889400922 0.39999999999999997 0.9876543209876543 0.25333333333333335 0.5882352941176471 0.95 0.538 0.0 0.523 0.0 0.6011688311688312 0.6105263157894736 0.5963636363636364 0.9157894736842105 0.44324324324324327 0.45789473684210524 0.9111111111111111 0.604 0.0 0.586 0.0 0.6030273613058641 0.5196850393700787 0.6303030303030303 0.9166666666666666 0.4727272727272727 0.3626373626373626 0.9454545454545454 0.456 0.0 0.463 0.0 0.6062552599488175 0.6835443037974683 0.5454545454545455 0.9152542372881356 0.4 0.5454545454545454 0.8571428571428571 0.185
msmarco-distilbert-base-tas-b_mask 10 0.653 0.0 0.656 0.0 0.8202154835036267 0.7012320328542094 0.8716365240405822 0.6983640081799591 0.8731771984091914 0.7041237113402062 0.8701012769704976 0.669 0.0 0.66 0.0 0.7662791867896701 0.6986899563318777 0.8160000000000001 0.625 0.8793103448275862 0.7920792079207921 0.7611940298507462 0.618 0.0 0.632 0.0 0.8082191780821918 0.7021276595744681 0.8585858585858586 0.7021276595744681 0.8585858585858586 0.7021276595744681 0.8585858585858586 0.696 0.0 0.668 0.0 0.7309430682312038 0.6962962962962963 0.7683615819209039 0.5802469135802469 0.9066666666666666 0.8703703703703703 0.6666666666666666 0.658 0.0 0.639 0.0 0.8342820418655895 0.736842105263158 0.8843187660668381 0.6631578947368421 0.9297297297297298 0.8289473684210527 0.8431372549019608 0.731 0.0 0.713 0.0 0.9121242345811502 0.8266666666666667 0.9400921658986175 0.8611111111111112 0.9272727272727272 0.7948717948717948 0.9532710280373832 0.58 0.0 0.587 0.0 0.749103320606271 0.6666666666666667 0.8139534883720931 0.5423728813559322 0.9333333333333333 0.8648648648648649 0.7216494845360825 0.185
msmarco-distilbert-dot-v5 10 0.508 0.0 0.501 0.0 0.5070804299804134 0.55056505360765 0.488287693830419 0.9713701431492843 0.32699955810870523 0.3841488071168621 0.9635416666666666 0.469 0.0 0.477 0.0 0.5988547915986001 0.6647398843930634 0.5503875968992248 0.8984375 0.40804597701149425 0.5275229357798165 0.8452380952380952 0.561 0.0 0.561 0.0 0.6241890237436496 0.6206896551724138 0.6258503401360545 0.9574468085106383 0.46464646464646464 0.45918367346938777 0.9583333333333334 0.32 0.0 0.358 0.0 0.5782159886637498 0.6965174129353233 0.45045045045045046 0.8641975308641975 0.3333333333333333 0.5833333333333334 0.6944444444444444 0.551 0.0 0.543 0.0 0.5852769679300291 0.6122448979591837 0.5714285714285714 0.9473684210526315 0.41081081081081083 0.45226130653266333 0.9382716049382716 0.623 0.0 0.595 0.0 0.5404169260493306 0.4963503649635037 0.5548387096774193 0.9444444444444444 0.39090909090909093 0.33663366336633666 0.9555555555555556 0.452 0.0 0.476 0.0 0.6468937803665439 0.713375796178344 0.5945945945945945 0.9491525423728814 0.44 0.5714285714285714 0.9166666666666666 0.228
msmarco-distilbert-dot-v5_mask 10 0.691 0.0 0.707 0.0 0.8399620772239178 0.7392607392607394 0.883482142857143 0.7566462167689162 0.8745028722934158 0.72265625 0.8926477221470456 0.649 0.0 0.652 0.0 0.7919869283073125 0.7394957983193278 0.8306010928961748 0.6875 0.8735632183908046 0.8 0.7916666666666666 0.643 0.0 0.681 0.0 0.8579334404446194 0.787878787878788 0.8911917098445595 0.8297872340425532 0.8686868686868687 0.75 0.9148936170212766 0.62 0.0 0.618 0.0 0.7329060717633096 0.7050359712230215 0.7630057803468209 0.6049382716049383 0.88 0.8448275862068966 0.673469387755102 0.686 0.0 0.711 0.0 0.8686586850649349 0.7954545454545454 0.9062499999999999 0.7368421052631579 0.9405405405405406 0.8641975308641975 0.8743718592964824 0.712 0.0 0.747 0.0 0.9198172202909113 0.8461538461538461 0.9439252336448598 0.9166666666666666 0.9181818181818182 0.7857142857142857 0.9711538461538461 0.658 0.0 0.694 0.0 0.8131551127913852 0.7551020408163266 0.8588235294117647 0.6271186440677966 0.9733333333333334 0.9487179487179487 0.7684210526315789 0.228
msmarco-bert-base-dot-v5 10 0.474 0.0 0.464 0.0 0.4890108614158927 0.5411764705882354 0.4664664664664665 0.9642126789366053 0.308882015024304 0.3761467889908257 0.952316076294278 0.381 0.0 0.405 0.0 0.5562199258163802 0.6612021857923497 0.47899159663865554 0.9453125 0.3275862068965517 0.5084033613445378 0.890625 0.488 0.0 0.487 0.0 0.5789563015820255 0.5906040268456376 0.5734265734265733 0.9361702127659575 0.41414141414141414 0.43137254901960786 0.9318181818181818 0.206 0.01 0.244 0.002 0.5304296721953767 0.7096774193548387 0.3368421052631579 0.9506172839506173 0.21333333333333335 0.5661764705882353 0.8 0.593 0.0 0.59 0.0 0.5681965778567851 0.6138613861386139 0.5447470817120623 0.9789473684210527 0.3783783783783784 0.44711538461538464 0.9722222222222222 0.616 0.0 0.616 0.0 0.5431764342362757 0.5142857142857142 0.5526315789473685 1.0 0.38181818181818183 0.34615384615384615 1.0 0.546 0.0 0.555 0.0 0.6064462961267283 0.6993865030674847 0.5333333333333333 0.9661016949152542 0.37333333333333335 0.5480769230769231 0.9333333333333333 0.106
msmarco-bert-base-dot-v5_mask 10 0.694 0.0 0.709 0.0 0.8402522550274616 0.7369488089204257 0.884896872920825 0.7433537832310838 0.8815731330092798 0.7306532663316583 0.8882457702582368 0.657 0.0 0.65 0.0 0.789208847614897 0.7385892116182572 0.8264462809917354 0.6953125 0.8620689655172413 0.7876106194690266 0.7936507936507936 0.687 0.0 0.695 0.0 0.8493150684931506 0.7659574468085105 0.8888888888888888 0.7659574468085106 0.8888888888888888 0.7659574468085106 0.8888888888888888 0.591 0.0 0.59 0.0 0.7357166642880929 0.7210884353741497 0.7515151515151515 0.654320987654321 0.8266666666666667 0.803030303030303 0.6888888888888889 0.73 0.0 0.74 0.0 0.8793877551020409 0.8114285714285715 0.9142857142857144 0.7473684210526316 0.9513513513513514 0.8875 0.88 0.725 0.0 0.759 0.0 0.8986048860551733 0.8 0.9308755760368663 0.8333333333333334 0.9181818181818182 0.7692307692307693 0.9439252336448598 0.722 0.0 0.743 0.0 0.8607782515991471 0.8200000000000001 0.8928571428571428 0.6949152542372882 1.0 1.0 0.8064516129032258 0.106
msmarco-MiniLM-L6-cos-v5 10 0.471 0.0 0.474 0.0 0.5124647682890509 0.5488589818607372 0.4967362924281984 0.9591002044989775 0.3362792752982766 0.3844262295081967 0.9500624219725343 0.497 0.0 0.496 0.0 0.6246643509023502 0.6985915492957746 0.570281124497992 0.96875 0.40804597701149425 0.5462555066079295 0.9466666666666667 0.529 0.0 0.534 0.0 0.6545405062142793 0.6382978723404257 0.6622516556291391 0.9574468085106383 0.5050505050505051 0.4787234042553192 0.9615384615384616 0.405 0.0 0.411 0.0 0.5894012529526549 0.7383177570093458 0.42857142857142866 0.9753086419753086 0.28 0.5939849624060151 0.9130434782608695 0.514 0.0 0.506 0.0 0.604051280365657 0.6279863481228669 0.5917602996254682 0.968421052631579 0.42702702702702705 0.46464646464646464 0.9634146341463414 0.559 0.0 0.564 0.0 0.5902652508223578 0.5373134328358209 0.6075949367088608 1.0 0.43636363636363634 0.3673469387755102 1.0 0.451 0.0 0.449 0.0 0.6285096931820041 0.7044025157232704 0.5688073394495412 0.9491525423728814 0.41333333333333333 0.56 0.9117647058823529 0.655
msmarco-MiniLM-L6-cos-v5_mask 10 0.63 0.0 0.65 0.0 0.802053339496507 0.6886027658559848 0.8510832383124288 0.7382413087934561 0.824569155987627 0.645218945487042 0.879359095193214 0.65 0.0 0.638 0.0 0.7624417171532966 0.7053941908713692 0.8044077134986224 0.6640625 0.8390804597701149 0.7522123893805309 0.7724867724867724 0.673 0.0 0.679 0.0 0.8428950479250766 0.7578947368421053 0.8832487309644671 0.7659574468085106 0.8787878787878788 0.75 0.8877551020408163 0.599 0.0 0.584 0.0 0.6902763847804285 0.6712328767123288 0.710843373493976 0.6049382716049383 0.7866666666666666 0.7538461538461538 0.6483516483516484 0.608 0.0 0.629 0.0 0.8314714381975067 0.7486631016042781 0.873994638069705 0.7368421052631579 0.8810810810810811 0.7608695652173914 0.8670212765957447 0.642 0.0 0.689 0.0 0.8487591316962153 0.7228915662650603 0.8899521531100478 0.8333333333333334 0.8454545454545455 0.6382978723404256 0.9393939393939394 0.589 0.0 0.62 0.0 0.8164851166307301 0.7692307692307693 0.853658536585366 0.6779661016949152 0.9333333333333333 0.8888888888888888 0.7865168539325843 0.655
msmarco-MiniLM-L12-cos-v5 10 0.483 0.0 0.478 0.0 0.5313085333539371 0.5551919071704849 0.5209868631848766 0.9539877300613497 0.3592576226248343 0.39152328997062524 0.9475524475524476 0.43 0.0 0.443 0.0 0.6305207926860676 0.6898550724637681 0.5868725868725869 0.9296875 0.4367816091954023 0.5483870967741935 0.8941176470588236 0.438 0.0 0.452 0.0 0.5789563015820255 0.5906040268456376 0.5734265734265733 0.9361702127659575 0.41414141414141414 0.43137254901960786 0.9318181818181818 0.447 0.0 0.466 0.0 0.6874898500514265 0.7653061224489797 0.603448275862069 0.9259259259259259 0.4666666666666667 0.6521739130434783 0.8536585365853658 0.427 0.0 0.438 0.0 0.5652380952380952 0.5754385964912281 0.5599999999999999 0.8631578947368421 0.41621621621621624 0.43157894736842106 0.8555555555555555 0.538 0.0 0.55 0.0 0.5297404470079308 0.5 0.5394736842105263 0.9722222222222222 0.37272727272727274 0.33653846153846156 0.9761904761904762 0.328 0.0 0.347 0.0 0.6130650364661135 0.6482758620689655 0.5853658536585366 0.7966101694915254 0.48 0.5465116279069767 0.75 0.643
msmarco-MiniLM-L12-cos-v5_mask 10 0.641 0.0 0.666 0.0 0.810779736927174 0.7036510194404932 0.8570775211525269 0.7586912065439673 0.828104286345559 0.6560565870910698 0.8881516587677725 0.638 0.0 0.638 0.0 0.7793614310756019 0.7272727272727273 0.8176795580110497 0.6875 0.8505747126436781 0.7719298245614035 0.7872340425531915 0.635 0.0 0.647 0.0 0.8101559505316037 0.7142857142857144 0.8556701030927836 0.7446808510638298 0.8383838383838383 0.6862745098039216 0.8736842105263158 0.638 0.0 0.62 0.0 0.7542353479853481 0.7361111111111113 0.7738095238095238 0.654320987654321 0.8666666666666667 0.8412698412698413 0.6989247311827957 0.619 0.0 0.629 0.0 0.8049450549450551 0.7032967032967034 0.8571428571428572 0.6736842105263158 0.8756756756756757 0.735632183908046 0.8393782383419689 0.671 0.0 0.708 0.0 0.8564597593074289 0.7441860465116279 0.8932038834951457 0.8888888888888888 0.8363636363636363 0.64 0.9583333333333334 0.583 0.0 0.606 0.0 0.749103320606271 0.6666666666666667 0.8139534883720931 0.5423728813559322 0.9333333333333333 0.8648648648648649 0.7216494845360825 0.643
msmarco-distilbert-cos-v5 10 0.463 0.0 0.459 0.0 0.4487048125885972 0.5314840499306519 0.4129301355578727 0.9795501022494888 0.2624834290764472 0.3646745336886182 0.9674267100977199 0.452 0.0 0.44 0.0 0.5408678367316732 0.6576819407008085 0.4549356223175966 0.953125 0.3045977011494253 0.5020576131687243 0.8983050847457628 0.511 0.0 0.488 0.0 0.5402379082686212 0.5859872611464968 0.5185185185185186 0.9787234042553191 0.35353535353535354 0.41818181818181815 0.9722222222222222 0.373 0.0 0.39 0.0 0.5454085300547249 0.7102803738317757 0.36734693877551017 0.9382716049382716 0.24 0.5714285714285714 0.782608695652174 0.516 0.0 0.492 0.0 0.5783861732137595 0.6153846153846154 0.5593869731800767 0.968421052631579 0.3945945945945946 0.45098039215686275 0.9605263157894737 0.557 0.0 0.533 0.0 0.5017124091015717 0.496551724137931 0.5034013605442177 1.0 0.33636363636363636 0.3302752293577982 1.0 0.468 0.0 0.47 0.0 0.6737127758337499 0.7272727272727272 0.631578947368421 0.9491525423728814 0.48 0.5894736842105263 0.9230769230769231 0.681
msmarco-distilbert-cos-v5_mask 10 0.684 0.0 0.697 0.0 0.8063205749096938 0.7159737417943106 0.8453657374314987 0.83640081799591 0.7839151568714097 0.6258607498087223 0.9172699069286453 0.66 0.0 0.636 0.0 0.7949043686293851 0.7596899224806202 0.8208092485549133 0.765625 0.8160919540229885 0.7538461538461538 0.8255813953488372 0.646 0.0 0.621 0.0 0.805932235908062 0.7238095238095238 0.8449197860962567 0.8085106382978723 0.797979797979798 0.6551724137931034 0.8977272727272727 0.674 0.0 0.642 0.0 0.7882267565952361 0.7843137254901961 0.7924528301886793 0.7407407407407407 0.84 0.8333333333333334 0.75 0.67 0.0 0.668 0.0 0.8390771402900784 0.761904761904762 0.8787061994609164 0.7578947368421053 0.8810810810810811 0.7659574468085106 0.8763440860215054 0.717 0.0 0.724 0.0 0.8571044856298685 0.75 0.8921568627450982 0.9166666666666666 0.8272727272727273 0.6346153846153846 0.9680851063829787 0.633 0.0 0.665 0.0 0.8226493665543158 0.7722772277227723 0.8622754491017965 0.6610169491525424 0.96 0.9285714285714286 0.782608695652174 0.681
cross-encoder/ms-marco-TinyBERT-L-2-v2 10 0.367 0.0 0.368 0.0 0.3102173337148248 0.23001949317738787 0.49578759254531535 0.1303579319487406 0.9928425357873211 0.9768211920529801 0.33038448451854374 0.394 0.0 0.373 0.0 0.36940589874261265 0.18652849740932642 0.6180048661800486 0.10344827586206896 0.9921875 0.9473684210526315 0.44876325088339225 0.355 0.0 0.315 0.0 0.37708194892569963 0.3050847457627119 0.528735632183908 0.18181818181818182 0.9787234042553191 0.9473684210526315 0.36220472440944884 0.396 0.0 0.362 0.0 0.35491723466407016 0.0 0.6835443037974684 0.0 1.0 0.0 0.5192307692307693 0.346 0.0 0.322 0.0 0.3126951173826174 0.20192307692307693 0.5284090909090909 0.11351351351351352 0.9789473684210527 0.9130434782608695 0.36186770428015563 0.464 0.0 0.445 0.0 0.2758032952465122 0.22580645161290322 0.42857142857142855 0.12727272727272726 1.0 1.0 0.2727272727272727 0.263 0.002 0.241 0.005 0.36607722258273845 0.16666666666666666 0.6195652173913043 0.09333333333333334 0.9661016949152542 0.7777777777777778 0.456 -9.218999862670898
cross-encoder/ms-marco-TinyBERT-L-2-v2_mask 10 0.629 0.0 0.606 0.0 0.7949178535466 0.8431010613751732 0.6834264432029795 0.8073353954927088 0.7505112474437627 0.8821825205214872 0.6273504273504273 0.676 0.0 0.577 0.0 0.7832339008395699 0.8189415041782729 0.7346938775510206 0.8448275862068966 0.703125 0.7945945945945946 0.7692307692307693 0.665 0.0 0.572 0.0 0.7911383191679278 0.837696335078534 0.6930693069306931 0.8080808080808081 0.7446808510638298 0.8695652173913043 0.6481481481481481 0.708 0.0 0.581 0.0 0.7801053113553115 0.7976190476190477 0.7638888888888891 0.8933333333333333 0.6790123456790124 0.7204301075268817 0.873015873015873 0.619 0.0 0.551 0.0 0.809957153712082 0.8579088471849866 0.7165775401069518 0.8648648648648649 0.7052631578947368 0.851063829787234 0.7282608695652174 0.688 0.0 0.642 0.0 0.8372639607359701 0.8780487804878049 0.7126436781609194 0.8181818181818182 0.8611111111111112 0.9473684210526315 0.6078431372549019 0.559 0.0 0.536 0.0 0.7834328358208954 0.8333333333333333 0.7200000000000001 0.9333333333333333 0.6101694915254238 0.7526881720430108 0.8780487804878049 -9.218999862670898
cross-encoder/ms-marco-MiniLM-L-2-v2 10 0.395 0.0 0.394 0.0 0.31243295166721263 0.23369565217391303 0.4946236559139785 0.13300927971718957 0.9877300613496932 0.9616613418530351 0.32991803278688525 0.437 0.0 0.427 0.0 0.4240279548145261 0.26865671641791045 0.6352357320099256 0.15517241379310345 1.0 1.0 0.46545454545454545 0.44 0.0 0.417 0.0 0.43367194620942917 0.3770491803278689 0.5529411764705883 0.23232323232323232 1.0 1.0 0.3821138211382114 0.401 0.0 0.385 0.0 0.40969572612425875 0.10126582278481014 0.6952789699570816 0.05333333333333334 1.0 1.0 0.5328947368421053 0.323 0.0 0.348 0.0 0.29127717240997847 0.16831683168316833 0.5307262569832403 0.0918918918918919 1.0 1.0 0.3612167300380228 0.473 0.0 0.478 0.0 0.2982942860810496 0.25396825396825395 0.4337349397590362 0.14545454545454545 1.0 1.0 0.27692307692307694 0.176 0.042 0.206 0.017 0.28532911102382824 0.02631578947368421 0.6145833333333334 0.013333333333333334 1.0 1.0 0.44360902255639095 -8.232000350952148
cross-encoder/ms-marco-MiniLM-L-2-v2_mask 10 0.625 0.0 0.643 0.0 0.8072586567662063 0.8600713012477719 0.6850551654964896 0.8528501988510826 0.6983640081799591 0.8674157303370786 0.672244094488189 0.642 0.0 0.608 0.0 0.7324066051649847 0.7893333333333334 0.6550218340611355 0.8505747126436781 0.5859375 0.736318407960199 0.7425742574257426 0.68 0.0 0.64 0.0 0.7694750827883758 0.8247422680412371 0.6530612244897959 0.8080808080808081 0.6808510638297872 0.8421052631578947 0.6274509803921569 0.637 0.0 0.594 0.0 0.7021100235852882 0.7513812154696131 0.6564885496183206 0.9066666666666666 0.5308641975308642 0.6415094339622641 0.86 0.638 0.0 0.611 0.0 0.8288273622499405 0.877284595300261 0.7344632768361581 0.9081081081081082 0.6842105263157895 0.8484848484848485 0.7926829268292683 0.675 0.0 0.694 0.0 0.8549154376083877 0.8952380952380952 0.7317073170731708 0.8545454545454545 0.8333333333333334 0.94 0.6521739130434783 0.602 0.0 0.612 0.0 0.8032502531455895 0.8554913294797689 0.736842105263158 0.9866666666666667 0.5932203389830508 0.7551020408163265 0.9722222222222222 -8.232000350952148
cross-encoder/ms-marco-MiniLM-L-4-v2 10 0.353 0.0 0.348 0.0 0.3446907910684558 0.27796610169491526 0.499085445518683 0.16305788775961114 0.976482617586912 0.9413265306122449 0.3352053352053352 0.308 0.0 0.314 0.0 0.42518114530580436 0.27450980392156865 0.6299999999999999 0.16091954022988506 0.984375 0.9333333333333333 0.4632352941176471 0.305 0.0 0.296 0.0 0.4187685763728352 0.36065573770491804 0.5411764705882353 0.2222222222222222 0.9787234042553191 0.9565217391304348 0.37398373983739835 0.286 0.0 0.277 0.0 0.43156048617342363 0.14634146341463417 0.6956521739130435 0.08 0.9876543209876543 0.8571428571428571 0.5369127516778524 0.266 0.0 0.274 0.0 0.39504085657931814 0.3153153153153153 0.5502958579881657 0.1891891891891892 0.9789473684210527 0.9459459459459459 0.38271604938271603 0.36 0.0 0.358 0.0 0.30930075210088154 0.26771653543307083 0.43636363636363634 0.15454545454545454 1.0 1.0 0.27906976744186046 0.175 0.043 0.192 0.026 0.502236308569716 0.3789473684210526 0.6589595375722542 0.24 0.9661016949152542 0.9 0.5 -6.9120001792907715
cross-encoder/ms-marco-MiniLM-L-4-v2_mask 10 0.609 0.0 0.627 0.0 0.7892314268485704 0.8416495784916836 0.6679407548972767 0.8161732213875387 0.7147239263803681 0.8687676387582314 0.6269058295964126 0.645 0.0 0.624 0.0 0.7569212203743605 0.7955182072829132 0.7044534412955465 0.8160919540229885 0.6796875 0.7759562841530054 0.7310924369747899 0.632 0.0 0.621 0.0 0.7839726027397259 0.8333333333333333 0.68 0.8080808080808081 0.723404255319149 0.8602150537634409 0.6415094339622641 0.675 0.0 0.632 0.0 0.7357166642880929 0.7515151515151515 0.7210884353741497 0.8266666666666667 0.654320987654321 0.6888888888888889 0.803030303030303 0.615 0.0 0.616 0.0 0.8376427494074552 0.887179487179487 0.7411764705882353 0.9351351351351351 0.6631578947368421 0.8439024390243902 0.84 0.639 0.0 0.669 0.0 0.8725750197556505 0.9116279069767442 0.7532467532467532 0.8909090909090909 0.8055555555555556 0.9333333333333333 0.7073170731707317 0.596 0.0 0.636 0.0 0.8016828300891854 0.8571428571428571 0.7311827956989247 1.0 0.576271186440678 0.75 1.0 -6.9120001792907715
cross-encoder/ms-marco-MiniLM-L-6-v2 10 0.338 0.0 0.331 0.0 0.43661204402367826 0.4027538726333907 0.5149566675985462 0.25850640742377373 0.941717791411043 0.9112149532710281 0.35436706425548287 0.287 0.0 0.294 0.0 0.5365421002838221 0.45833333333333337 0.6428571428571428 0.3160919540229885 0.9140625 0.8333333333333334 0.4957627118644068 0.303 0.0 0.289 0.0 0.5349530285804729 0.524822695035461 0.5562913907284768 0.37373737373737376 0.8936170212765957 0.8809523809523809 0.40384615384615385 0.263 0.001 0.273 0.001 0.5404806461144489 0.36363636363636365 0.7042253521126761 0.24 0.9259259259259259 0.75 0.5681818181818182 0.282 0.0 0.28 0.0 0.4304259205631419 0.38016528925619836 0.5283018867924528 0.24864864864864866 0.8842105263157894 0.8070175438596491 0.37668161434977576 0.334 0.0 0.337 0.0 0.359155147833633 0.3382352941176471 0.4230769230769231 0.20909090909090908 0.9166666666666666 0.8846153846153846 0.275 0.253 0.003 0.238 0.006 0.5201143131303649 0.43396226415094336 0.6296296296296295 0.30666666666666664 0.864406779661017 0.7419354838709677 0.49514563106796117 -5.177999973297119
cross-encoder/ms-marco-MiniLM-L-6-v2_mask 10 0.594 0.0 0.625 0.0 0.7942389701214402 0.8536853685368536 0.6566855962829118 0.8572691117984975 0.6503067484662577 0.8501314636283961 0.6631908237747653 0.657 0.0 0.624 0.0 0.7280845755431288 0.7958656330749353 0.6359447004608295 0.8850574712643678 0.5390625 0.7230046948356808 0.7752808988764045 0.64 0.0 0.623 0.0 0.7581114448830661 0.8258706467661691 0.6153846153846154 0.8383838383838383 0.5957446808510638 0.8137254901960784 0.6363636363636364 0.711 0.0 0.646 0.0 0.7049509630154791 0.7634408602150538 0.6507936507936508 0.9466666666666667 0.5061728395061729 0.6396396396396397 0.9111111111111111 0.557 0.0 0.569 0.0 0.7952889260748698 0.8656716417910448 0.6582278481012658 0.9405405405405406 0.5473684210526316 0.8018433179723502 0.8253968253968254 0.598 0.0 0.656 0.0 0.8642364873356453 0.908256880733945 0.7297297297297298 0.9 0.75 0.9166666666666666 0.7105263157894737 0.557 0.0 0.583 0.0 0.7183608355736845 0.8152173913043478 0.5952380952380952 1.0 0.423728813559322 0.6880733944954128 1.0 -5.177999973297119
cross-encoder/ms-marco-MiniLM-L-12-v2 10 0.296 0.0 0.286 0.0 0.46430607805005025 0.44473684210526315 0.5095874491574667 0.29871851524524967 0.8967280163599182 0.87001287001287 0.3559253246753247 0.208 0.0 0.194 0.001 0.5225779541932724 0.458498023715415 0.6096866096866097 0.3333333333333333 0.8359375 0.7341772151898734 0.4798206278026906 0.216 0.009 0.204 0.013 0.5043502406516106 0.5000000000000001 0.5135135135135135 0.36363636363636365 0.8085106382978723 0.8 0.37623762376237624 0.205 0.01 0.181 0.024 0.54704659465811 0.4036697247706422 0.6798029556650247 0.29333333333333333 0.8518518518518519 0.6470588235294118 0.5655737704918032 0.174 0.004 0.134 0.025 0.4632455233500529 0.45421245421245415 0.4808362369337979 0.33513513513513515 0.7263157894736842 0.7045454545454546 0.359375 0.206 0.013 0.203 0.014 0.4187021673419513 0.4266666666666667 0.39436619718309857 0.2909090909090909 0.7777777777777778 0.8 0.2641509433962264 0.174 0.044 0.085 0.331 0.5220215156346109 0.48780487804878053 0.5655172413793104 0.4 0.6949152542372882 0.625 0.47674418604651164 -5.829999923706055
cross-encoder/ms-marco-MiniLM-L-12-v2_mask 10 0.557 0.0 0.576 0.0 0.7534538752810608 0.8044560322351267 0.6354396818382678 0.7498895271763146 0.7351738241308794 0.8675869120654397 0.5595330739299611 0.524 0.0 0.525 0.0 0.6836646018570445 0.7338935574229692 0.6153846153846154 0.7528735632183908 0.59375 0.7158469945355191 0.6386554621848739 0.533 0.0 0.543 0.0 0.7113344606362294 0.7724867724867724 0.5825242718446602 0.7373737373737373 0.6382978723404256 0.8111111111111111 0.5357142857142857 0.543 0.0 0.538 0.0 0.6636904761904762 0.6904761904761905 0.6388888888888888 0.7733333333333333 0.5679012345679012 0.6236559139784946 0.7301587301587301 0.441 0.0 0.433 0.0 0.7300887682060218 0.8132992327365729 0.5680473372781065 0.8594594594594595 0.5052631578947369 0.7718446601941747 0.6486486486486487 0.49 0.0 0.506 0.0 0.766170976485239 0.8235294117647058 0.5909090909090908 0.7636363636363637 0.7222222222222222 0.8936170212765957 0.5 0.449 0.0 0.502 0.0 0.6881329143547463 0.802139037433155 0.54320987654321 1.0 0.3728813559322034 0.6696428571428571 1.0 -5.829999923706055
cross-encoder/qnli-distilroberta-base 10 0.09 0.0 0.081 0.0 0.5242183787401143 0.5631492618917441 0.43413597733711046 0.4551480335837384 0.6267893660531697 0.7383512544802867 0.33206933911159264 0.058 0.311 0.06 0.301 0.5313696852379064 0.5419354838709678 0.5170068027210885 0.4827586206896552 0.59375 0.6176470588235294 0.4578313253012048 0.001 0.992 -0.056 0.5 0.5023213846280042 0.5508982035928144 0.4 0.46464646464646464 0.5319148936170213 0.6764705882352942 0.32051282051282054 0.113 0.161 0.161 0.045 0.5688956014399801 0.5314685314685315 0.6035502958579881 0.5066666666666667 0.6296296296296297 0.5588235294117647 0.5795454545454546 0.084 0.163 0.049 0.41 0.5365568935856477 0.575079872204473 0.4615384615384615 0.4864864864864865 0.6 0.703125 0.375 0.078 0.347 0.074 0.376 0.5790649195949971 0.641304347826087 0.38888888888888895 0.5363636363636364 0.5833333333333334 0.7972972972972973 0.2916666666666667 0.076 0.383 0.012 0.891 0.49707210975405713 0.48062015503875966 0.5179856115107914 0.41333333333333333 0.6101694915254238 0.5740740740740741 0.45 0.6389999985694885
cross-encoder/qnli-distilroberta-base_mask 10 0.138 0.0 0.145 0.0 0.6212589643256421 0.7238605898123324 0.38384845463609174 0.7158638974812196 0.3936605316973415 0.7320379575237235 0.3745136186770428 0.243 0.0 0.238 0.0 0.5863392579443647 0.6907216494845361 0.4444444444444444 0.7701149425287356 0.375 0.6261682242990654 0.5454545454545454 0.116 0.162 0.081 0.331 0.6005484060509004 0.7219512195121951 0.3448275862068966 0.7474747474747475 0.3191489361702128 0.6981132075471698 0.375 0.379 0.0 0.384 0.0 0.5809114636792868 0.6557377049180328 0.5116279069767441 0.8 0.4074074074074074 0.5555555555555556 0.6875 0.132 0.027 0.179 0.003 0.6621001834569673 0.7738693467336683 0.4444444444444444 0.8324324324324325 0.37894736842105264 0.7230046948356808 0.5373134328358209 0.19 0.021 0.254 0.002 0.7287902068139682 0.8056872037914691 0.49382716049382713 0.7727272727272727 0.5555555555555556 0.8415841584158416 0.4444444444444444 0.083 0.342 0.145 0.094 0.5869868325238533 0.7379679144385026 0.39506172839506176 0.92 0.2711864406779661 0.6160714285714286 0.7272727272727273 0.6389999985694885
cross-encoder/qnli-electra-base 10 0.067 0.0 0.117 0.0 0.5832521272571553 0.6563876651982379 0.41402337228714525 0.5925762262483429 0.5071574642126789 0.7356006582556226 0.34978843441466856 0.22 0.0 0.151 0.009 0.5867931071926059 0.6536312849162011 0.4959349593495935 0.6724137931034483 0.4765625 0.6358695652173914 0.5169491525423728 0.22 0.008 0.102 0.219 0.5949486301369863 0.6875 0.4 0.6666666666666666 0.425531914893617 0.7096774193548387 0.37735849056603776 0.22 0.006 0.167 0.037 0.5870351797072378 0.6144578313253013 0.5616438356164384 0.68 0.5061728395061729 0.5604395604395604 0.6307692307692307 0.051 0.391 0.068 0.258 0.5775377590446084 0.673972602739726 0.3897435897435898 0.6648648648648648 0.4 0.6833333333333333 0.38 0.067 0.425 0.052 0.536 0.6024252166620072 0.6836734693877551 0.3541666666666667 0.6090909090909091 0.4722222222222222 0.7790697674418605 0.2833333333333333 0.051 0.558 0.142 0.101 0.557719739120428 0.6627218934911243 0.4242424242424242 0.7466666666666667 0.3559322033898305 0.5957446808510638 0.525 0.22300000488758087
cross-encoder/qnli-electra-base_mask 10 0.085 0.0 0.159 0.0 0.6434453661337688 0.7492896174863387 0.3985317252228632 0.75740167918692 0.3885480572597137 0.7413494809688581 0.40904198062432723 0.226 0.0 0.199 0.001 0.5958310930430791 0.7178217821782178 0.43 0.8333333333333334 0.3359375 0.6304347826086957 0.5972222222222222 0.223 0.007 0.14 0.091 0.6190384589181361 0.7488151658767774 0.345679012345679 0.797979797979798 0.2978723404255319 0.7053571428571429 0.4117647058823529 0.242 0.002 0.252 0.001 0.5818867204115603 0.6839378238341969 0.4873949579831933 0.88 0.35802469135802467 0.559322033898305 0.7631578947368421 0.209 0.0 0.306 0.0 0.6813654033041788 0.7806122448979591 0.48809523809523814 0.827027027027027 0.43157894736842106 0.7391304347826086 0.5616438356164384 0.191 0.021 0.318 0.0 0.725030305788509 0.8093023255813954 0.4675324675324676 0.7909090909090909 0.5 0.8285714285714286 0.43902439024390244 0.22 0.011 0.326 0.0 0.6399729792090024 0.7457627118644068 0.5054945054945055 0.88 0.3898305084745763 0.6470588235294118 0.71875 0.22300000488758087
cross-encoder/stsb-TinyBERT-L-4 10 0.421 0.0 0.434 0.0 0.30499214140507075 0.22352481438061741 0.49349987254652056 0.12638091029606716 0.9897750511247444 0.9662162162162162 0.32869269949066215 0.454 0.0 0.444 0.0 0.3774389446185029 0.19689119170984457 0.6228710462287104 0.10919540229885058 1.0 1.0 0.45229681978798586 0.386 0.0 0.383 0.0 0.39227507212263385 0.3220338983050848 0.5402298850574713 0.1919191919191919 1.0 1.0 0.3700787401574803 0.513 0.0 0.492 0.0 0.35491723466407016 0.0 0.6835443037974684 0.0 1.0 0.0 0.5192307692307693 0.469 0.0 0.485 0.0 0.2696825396825397 0.14 0.5222222222222223 0.07567567567567568 0.9894736842105263 0.9333333333333333 0.35471698113207545 0.493 0.0 0.506 0.0 0.27212205725535227 0.22399999999999998 0.4191616766467066 0.12727272727272726 0.9722222222222222 0.9333333333333333 0.26717557251908397 0.456 0.0 0.498 0.0 0.26919805119480317 0.0 0.6113989637305699 0.0 1.0 0.0 0.44029850746268656 0.27000001072883606
cross-encoder/stsb-TinyBERT-L-4_mask 10 0.669 0.0 0.698 0.0 0.8206994714103032 0.8661524500907442 0.7155255544840886 0.8435704816615113 0.7586912065439673 0.88997668997669 0.677007299270073 0.635 0.0 0.624 0.0 0.7467441624728874 0.7877094972067038 0.6910569105691058 0.8103448275862069 0.6640625 0.7663043478260869 0.7203389830508474 0.63 0.0 0.603 0.0 0.7641884248670152 0.8167539267015707 0.6534653465346535 0.7878787878787878 0.7021276595744681 0.8478260869565217 0.6111111111111112 0.637 0.0 0.632 0.0 0.7351498594323289 0.7544910179640718 0.7172413793103448 0.84 0.6419753086419753 0.6847826086956522 0.8125 0.634 0.0 0.637 0.0 0.809957153712082 0.8579088471849866 0.7165775401069518 0.8648648648648649 0.7052631578947368 0.851063829787234 0.7282608695652174 0.661 0.0 0.682 0.0 0.8356077518437124 0.8803827751196173 0.6987951807228916 0.8363636363636363 0.8055555555555556 0.9292929292929293 0.6170212765957447 0.595 0.0 0.612 0.0 0.7858993027358517 0.8292682926829269 0.7307692307692307 0.9066666666666666 0.6440677966101694 0.7640449438202247 0.8444444444444444 0.27000001072883606
cross-encoder/stsb-distilroberta-base 10 0.469 0.0 0.476 0.0 0.36978272466659334 0.3088946780796427 0.5106719367588933 0.18338488731771985 0.99079754601227 0.9787735849056604 0.3439829605963791 0.532 0.0 0.507 0.0 0.4105140646514982 0.25 0.6287128712871286 0.14367816091954022 0.9921875 0.9615384615384616 0.4601449275362319 0.525 0.0 0.493 0.0 0.3877237330913045 0.319327731092437 0.5317919075144508 0.1919191919191919 0.9787234042553191 0.95 0.36507936507936506 0.566 0.0 0.531 0.0 0.43536093536093534 0.14814814814814814 0.7012987012987013 0.08 1.0 1.0 0.54 0.454 0.0 0.485 0.0 0.3147540454782726 0.20289855072463772 0.5325779036827195 0.11351351351351352 0.9894736842105263 0.9545454545454546 0.3643410852713178 0.458 0.0 0.497 0.0 0.32677672403699803 0.2923076923076923 0.4320987654320988 0.17272727272727273 0.9722222222222222 0.95 0.2777777777777778 0.45 0.0 0.5 0.0 0.3010922811657359 0.05194805194805195 0.6178010471204188 0.02666666666666667 1.0 1.0 0.44696969696969696 0.3319999873638153
cross-encoder/stsb-distilroberta-base_mask 10 0.626 0.0 0.659 0.0 0.8001783583784106 0.8459396751740139 0.6942909760589318 0.8055678303137428 0.7709611451942741 0.89057156814851 0.6314907872696818 0.63 0.0 0.618 0.0 0.7165366395594377 0.7632311977715878 0.653061224489796 0.7873563218390804 0.625 0.7405405405405405 0.6837606837606838 0.662 0.0 0.657 0.0 0.7641884248670152 0.8167539267015707 0.6534653465346535 0.7878787878787878 0.7021276595744681 0.8478260869565217 0.6111111111111112 0.612 0.0 0.592 0.0 0.6766254578754579 0.7023809523809524 0.6527777777777778 0.7866666666666666 0.5802469135802469 0.6344086021505376 0.746031746031746 0.609 0.0 0.638 0.0 0.8080772109418384 0.8524590163934427 0.7216494845360824 0.8432432432432433 0.7368421052631579 0.861878453038674 0.7070707070707071 0.62 0.0 0.681 0.0 0.8311234830171171 0.8725490196078431 0.7045454545454546 0.8090909090909091 0.8611111111111112 0.9468085106382979 0.5961538461538461 0.591 0.0 0.633 0.0 0.7869562043034305 0.8271604938271604 0.7358490566037736 0.8933333333333333 0.6610169491525424 0.7701149425287356 0.8297872340425532 0.3319999873638153
cross-encoder/stsb-roberta-base 10 0.449 0.0 0.448 0.0 0.2763972204556255 0.1853035143769968 0.4871794871794872 0.10251878038002651 0.99079754601227 0.9626556016597511 0.323 0.52 0.0 0.495 0.0 0.340307447352314 0.13903743315508024 0.6139088729016786 0.07471264367816093 1.0 1.0 0.4429065743944637 0.479 0.0 0.477 0.0 0.3137961998932256 0.21621621621621626 0.5193370165745856 0.12121212121212122 1.0 1.0 0.35074626865671643 0.559 0.0 0.51 0.0 0.3690729431139779 0.02631578947368421 0.6864406779661018 0.013333333333333334 1.0 1.0 0.5225806451612903 0.447 0.0 0.454 0.0 0.2593612716362477 0.12935323383084577 0.5125348189415042 0.07027027027027027 0.968421052631579 0.8125 0.3484848484848485 0.469 0.0 0.481 0.0 0.25711426462144205 0.20800000000000002 0.40718562874251496 0.11818181818181818 0.9444444444444444 0.8666666666666667 0.2595419847328244 0.439 0.0 0.438 0.0 0.26601368159203975 0.0 0.6041666666666666 0.0 0.9830508474576272 0.0 0.43609022556390975 0.33899998664855957
cross-encoder/stsb-roberta-base_mask 10 0.674 0.0 0.698 0.0 0.8157373701291675 0.8605449965651477 0.7120567375886526 0.8303137428192665 0.7699386503067485 0.8930608365019012 0.662269129287599 0.674 0.0 0.67 0.0 0.7828863476265937 0.8199445983379501 0.7325102880658435 0.8505747126436781 0.6953125 0.7914438502673797 0.7739130434782608 0.679 0.0 0.684 0.0 0.8109760273972603 0.8541666666666666 0.72 0.8282828282828283 0.7659574468085106 0.8817204301075269 0.6792452830188679 0.689 0.0 0.669 0.0 0.7603964083254025 0.7810650887573964 0.7412587412587414 0.88 0.654320987654321 0.7021276595744681 0.8548387096774194 0.636 0.0 0.656 0.0 0.830993564993565 0.8746666666666667 0.745945945945946 0.8864864864864865 0.7263157894736842 0.8631578947368421 0.7666666666666667 0.665 0.0 0.707 0.0 0.8495657623780105 0.8888888888888888 0.7294117647058823 0.8363636363636363 0.8611111111111112 0.9484536082474226 0.6326530612244898 0.606 0.0 0.652 0.0 0.8143710021321962 0.8571428571428571 0.76 0.96 0.6440677966101694 0.7741935483870968 0.926829268292683 0.33899998664855957
cross-encoder/stsb-roberta-large 10 0.562 0.0 0.551 0.0 0.36439359148832484 0.3015338570894126 0.509845103701759 0.1780821917808219 0.9928425357873211 0.9829268292682927 0.3429883433415754 0.604 0.0 0.576 0.0 0.42963596547457444 0.2772277227722772 0.6368159203980099 0.16091954022988506 1.0 1.0 0.46715328467153283 0.614 0.0 0.575 0.0 0.4436723162724859 0.3902439024390244 0.5562130177514792 0.24242424242424243 1.0 1.0 0.38524590163934425 0.594 0.0 0.578 0.0 0.40969572612425875 0.10126582278481014 0.6952789699570816 0.05333333333333334 1.0 1.0 0.5328947368421053 0.6 0.0 0.574 0.0 0.40852559703606267 0.33183856502242154 0.5578635014836795 0.2 0.9894736842105263 0.9736842105263158 0.3884297520661157 0.607 0.0 0.605 0.0 0.3876371412632493 0.36764705882352944 0.44871794871794873 0.22727272727272727 0.9722222222222222 0.9615384615384616 0.2916666666666667 0.6 0.0 0.59 0.0 0.44144584753883476 0.2758620689655173 0.6519337016574586 0.16 1.0 1.0 0.48360655737704916 0.2930000126361847
cross-encoder/stsb-roberta-large_mask 10 0.702 0.0 0.735 0.0 0.834145399923972 0.8760217983651226 0.7372473532242542 0.8524083075563411 0.7832310838445807 0.9009808500700607 0.6963636363636364 0.673 0.0 0.66 0.0 0.7745459835886227 0.8184281842818428 0.7148936170212766 0.867816091954023 0.65625 0.7743589743589744 0.7850467289719626 0.688 0.0 0.68 0.0 0.8165057086678327 0.8615384615384615 0.7216494845360825 0.8484848484848485 0.7446808510638298 0.875 0.7 0.686 0.0 0.66 0.0 0.7389766655133971 0.7701149425287357 0.7101449275362319 0.8933333333333333 0.6049382716049383 0.6767676767676768 0.8596491228070176 0.666 0.0 0.674 0.0 0.8299626400218245 0.8759894459102902 0.7403314917127073 0.8972972972972973 0.7052631578947368 0.8556701030927835 0.7790697674418605 0.679 0.0 0.73 0.0 0.8626470004320966 0.8985507246376813 0.7529411764705882 0.8454545454545455 0.8888888888888888 0.9587628865979382 0.6530612244897959 0.656 0.0 0.681 0.0 0.7961464479925952 0.8488372093023255 0.7291666666666666 0.9733333333333334 0.5932203389830508 0.7525773195876289 0.9459459459459459 0.2930000126361847
cross-encoder/quora-distilroberta-base 10 0.278 0.0 0.148 0.0 0.1399004620449109 0.0 0.46361697084617204 0.0 1.0 0.0 0.3017587164455415 0.318 0.0 0.069 0.234 0.2523332819959957 0.0 0.5953488372093023 0.0 1.0 0.0 0.423841059602649 0.333 0.0 0.014 0.868 0.15678898431400384 0.0 0.48704663212435234 0.0 1.0 0.0 0.3219178082191781 0.354 0.0 0.197 0.014 0.35491723466407016 0.0 0.6835443037974684 0.0 1.0 0.0 0.5192307692307693 0.241 0.0 0.211 0.0 0.17190476190476187 0.0 0.5066666666666666 0.0 1.0 0.0 0.3392857142857143 0.381 0.0 0.385 0.0 0.09754628932711122 0.0 0.39560439560439553 0.0 1.0 0.0 0.2465753424657534 0.097 0.263 0.082 0.345 0.26919805119480317 0.0 0.6113989637305699 0.0 1.0 0.0 0.44029850746268656 0.0
cross-encoder/quora-distilroberta-base_mask 10 0.356 0.0 0.215 0.0 0.1399004620449109 0.0 0.46361697084617204 0.0 1.0 0.0 0.3017587164455415 0.457 0.0 0.203 0.0 0.2523332819959957 0.0 0.5953488372093023 0.0 1.0 0.0 0.423841059602649 0.51 0.0 0.128 0.123 0.15678898431400384 0.0 0.48704663212435234 0.0 1.0 0.0 0.3219178082191781 0.438 0.0 0.227 0.004 0.35491723466407016 0.0 0.6835443037974684 0.0 1.0 0.0 0.5192307692307693 0.404 0.0 0.204 0.001 0.17190476190476187 0.0 0.5066666666666666 0.0 1.0 0.0 0.3392857142857143 0.497 0.0 0.271 0.001 0.09754628932711122 0.0 0.39560439560439553 0.0 1.0 0.0 0.2465753424657534 0.331 0.0 0.157 0.07 0.26919805119480317 0.0 0.6113989637305699 0.0 1.0 0.0 0.44029850746268656 0.0
cross-encoder/quora-roberta-base 10 0.334 0.0 0.281 0.0 0.2839614441674828 0.19539316918189042 0.48890010090817365 0.10870525850640743 0.99079754601227 0.9647058823529412 0.3245144005358339 0.391 0.0 0.287 0.0 0.3466361734644107 0.14893617021276595 0.6153846153846153 0.08045977011494253 1.0 1.0 0.4444444444444444 0.438 0.0 0.327 0.0 0.27747170935080406 0.16666666666666669 0.5108695652173912 0.09090909090909091 1.0 1.0 0.34306569343065696 0.389 0.0 0.296 0.0 0.42266246684350134 0.125 0.6982758620689655 0.06666666666666667 1.0 1.0 0.5364238410596026 0.273 0.0 0.198 0.001 0.24774182232745767 0.11111111111111112 0.5138121546961326 0.05945945945945946 0.9789473684210527 0.8461538461538461 0.34831460674157305 0.383 0.0 0.397 0.0 0.23397262909972055 0.1788617886178862 0.40236686390532544 0.1 0.9444444444444444 0.8461538461538461 0.2556390977443609 0.232 0.007 0.046 0.6 0.26919805119480317 0.0 0.6113989637305699 0.0 1.0 0.0 0.44029850746268656 0.0020000000949949026
cross-encoder/quora-roberta-base_mask 10 0.512 0.0 0.272 0.0 0.7778883853762641 0.8456026058631922 0.6212040490143846 0.860362350861688 0.5961145194274029 0.8313407344150299 0.6484983314794216 0.555 0.0 0.289 0.0 0.741852445135882 0.806201550387597 0.6543778801843319 0.896551724137931 0.5546875 0.7323943661971831 0.797752808988764 0.616 0.0 0.281 0.001 0.793314472900536 0.85 0.6739130434782609 0.8585858585858586 0.6595744680851063 0.8415841584158416 0.6888888888888889 0.547 0.0 0.288 0.0 0.6973837926779103 0.7593582887700535 0.6399999999999999 0.9466666666666667 0.49382716049382713 0.6339285714285714 0.9090909090909091 0.467 0.0 0.254 0.0 0.7334969108030523 0.8312958435207823 0.5430463576158939 0.918918918918919 0.43157894736842106 0.7589285714285714 0.7321428571428571 0.471 0.0 0.38 0.0 0.8249552725039386 0.8796296296296295 0.6578947368421053 0.8636363636363636 0.6944444444444444 0.8962264150943396 0.625 0.512 0.0 0.155 0.074 0.6228618565205063 0.77720207253886 0.4266666666666667 1.0 0.2711864406779661 0.635593220338983 1.0 0.0020000000949949026
cross-encoder/quora-roberta-large 10 0.326 0.0 0.235 0.0 0.1399004620449109 0.0 0.46361697084617204 0.0 1.0 0.0 0.3017587164455415 0.377 0.0 0.304 0.0 0.2523332819959957 0.0 0.5953488372093023 0.0 1.0 0.0 0.423841059602649 0.406 0.0 0.255 0.002 0.15678898431400384 0.0 0.48704663212435234 0.0 1.0 0.0 0.3219178082191781 0.36 0.0 0.402 0.0 0.35491723466407016 0.0 0.6835443037974684 0.0 1.0 0.0 0.5192307692307693 0.159 0.008 0.133 0.026 0.17190476190476187 0.0 0.5066666666666666 0.0 1.0 0.0 0.3392857142857143 0.4 0.0 0.358 0.0 0.09754628932711122 0.0 0.39560439560439553 0.0 1.0 0.0 0.2465753424657534 -0.066 0.446 -0.072 0.41 0.26919805119480317 0.0 0.6113989637305699 0.0 1.0 0.0 0.44029850746268656 0.004999999888241291
cross-encoder/quora-roberta-large_mask 10 0.492 0.0 0.279 0.0 0.1399004620449109 0.0 0.46361697084617204 0.0 1.0 0.0 0.3017587164455415 0.614 0.0 0.251 0.0 0.2523332819959957 0.0 0.5953488372093023 0.0 1.0 0.0 0.423841059602649 0.605 0.0 0.252 0.002 0.15678898431400384 0.0 0.48704663212435234 0.0 1.0 0.0 0.3219178082191781 0.62 0.0 0.261 0.001 0.35491723466407016 0.0 0.6835443037974684 0.0 1.0 0.0 0.5192307692307693 0.493 0.0 0.212 0.0 0.17190476190476187 0.0 0.5066666666666666 0.0 1.0 0.0 0.3392857142857143 0.533 0.0 0.299 0.0 0.09754628932711122 0.0 0.39560439560439553 0.0 1.0 0.0 0.2465753424657534 0.494 0.0 0.155 0.074 0.26919805119480317 0.0 0.6113989637305699 0.0 1.0 0.0 0.44029850746268656 0.004999999888241291