diff --git a/README.md b/README.md
index aad5bd0..fe89942 100644
--- a/README.md
+++ b/README.md
@@ -76,7 +76,7 @@ If you use our code or the benchmark, please consider citing:
     Geirhos, Robert and Rusak, Evgenia and 
     Bringmann, Oliver and Ecker, Alexander S. and 
     Bethge, Matthias and Brendel, Wieland},
-  journal={arXiv},
+  journal={arXiv preprint arXiv:1907.07484},
   year={2019}
 }
 ```