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<!DOCTYPE html>
<!-- saved from url=(0041)https://www.cs.cmu.edu/~aharley/rvl-cdip/ -->
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=windows-1252">
<style>
td,
th {
background: #f0f0f0;
text-align: center;
}
#labels {
width: 100%;
overflow: hidden;
text-overflow: ellipsis;
height: 1.5em;
z-index: 5;
}
.label {
float: left;
width: 12.5%;
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
}
.twoline {
line-height: 1em;
margin-top: -0.75em;
padding-bottom: 0.5em;
}
</style>
<link href="./DocBank Dataset_files/projectPage.css" rel="stylesheet" type="text/css">
<script async="" src="./DocBank Dataset_files/analytics.js"></script>
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<link href="./DocBank Dataset_files/css" rel="stylesheet" type="text/css">
<title>DocBank Dataset</title>
</head>
<body>
<div id="container">
<div id="page">
<div id="pageContent">
<h1>The DocBank Dataset</h1>
<!-- <p>Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou</p> -->
<p>DocBank is a new large-scale dataset that is constructed using a weak supervision approach. It
enables models to integrate both the textual and layout information for downstream tasks. The
current DocBank dataset totally includes 500K document pages, where 400K for training, 50K for
validation and 50K for testing.
</p>
<p>Here are Example annotations of the DocBank. </p>
<table>
<tr>
<td>
<a><img src="./DocBank Dataset_files/DSSE-sample-gt1.jpg"
style="width:100%; height:auto; max-width:3540px; "></a>
</td>
<td>
<a><img src="./DocBank Dataset_files/DSSE-sample-ori1.jpg"
style="width:100%; height:auto; max-width:3540px; "></a>
</td>
<td>
<a><img src="./DocBank Dataset_files/DSSE-sample-gt2.jpg"
style="width:100%; height:auto; max-width:3540px; "></a>
</td>
<td>
<a><img src="./DocBank Dataset_files/DSSE-sample-ori2.jpg"
style="width:100%; height:auto; max-width:3540px; "></a>
</td>
</tr>
</table>
<p>The colors of semantic structure labels are: </p>
<p>
<table>
<tr>
<td style="background-color:#FFB6C1;">Abstract</td>
<td style="background-color:#00008B; color:#FFFFFF;">Author</td>
<td style="background-color:#00FF00 ;">Caption</td>
<td style="background-color:#FF0000; color:#FFFFFF;">Equation</td>
<td style="background-color:#FF00FF; color:#FFFFFF;">Figure</td>
<td style="background-color:#FFFFFF;">Footer</td>
<td style="background-color:#302070; color:#FFFFFF;">List</td>
<td style="background-color:#B0C4DE;">Paragraph</td>
<td style="background-color:#309000;">Reference</td>
<td style="background-color:#0000FF; color:#FFFFFF;">Section</td>
<td style="background-color:#00FFFF;">Table</td>
<td style="background-color:#00BFFF;">Title</td>
</tr>
</table>
</p>
<p>DocBank is a natural extension of the TableBank (<a
href="https://github.com/doc-analysis/TableBank">repo</a>, <a
href="https://arxiv.org/abs/1903.01949">paper</a>) dataset. <br>
LayoutLM (<a href="https://github.com/microsoft/unilm/tree/master/layoutlm">repo</a>, <a
href="https://arxiv.org/abs/1912.13318">paper</a>) is an effective pre-training method of text
and layout and archives the SOTA result on DocBank. <br>
For more details, please refer to our GitHub page: <a href="https://github.com/doc-analysis/DocBank">https://github.com/doc-analysis/DocBank</a>.
</p>
<h2>Download</h2>
In order to reduce the loss caused by download interruption, we divided "DocBank_500K_ori_img.zip" into 10 parts, and after downloading all of them, use the decompression software to decompress them together.
<table width="100%">
<tbody>
<tr>
<th>File</th>
<th>Size</th>
<th>md5sum</th>
</tr>
<tr>
<td><a
href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_txt.zip?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D" onclick="trace_page('download DocBank txt');">DocBank_500K_txt.zip</a>
</td>
<td>3,167,771,976B (2.95GB)</td>
<td>f1e37183d43709b44b334385684fc343</td>
</tr>
<tr>
<td>DocBank_500K_ori_img.zip<br>
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.001?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D" onclick="trace_page('download DocBank ori img');">1</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.002?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">2</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.003?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">3</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.004?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">4</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.005?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">5</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.006?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">6</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.007?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">7</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.008?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">8</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.009?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">9</a>]
[<a href="https://layoutlm.blob.core.windows.net/docbank/dataset/DocBank_500K_ori_img.zip.010?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D">10</a>]
</td>
<td>50,907,670,187B (47.4GB)</td>
<td> - </td>
</tr>
<tr>
<td><a
href="https://layoutlm.blob.core.windows.net/docbank/dataset/MSCOCO_Format_Annotation.zip?sv=2022-11-02&ss=b&srt=o&sp=r&se=2033-06-08T16:48:15Z&st=2023-06-08T08:48:15Z&spr=https&sig=a9VXrihTzbWyVfaIDlIT1Z0FoR1073VB0RLQUMuudD4%3D" onclick="trace_page('download DocBank coco');">MSCOCO_Format_Annotation.zip</a>
</td>
<td>208,973,824B (199 MB)</td>
<td>02b77f1eed22a576bd0eef660823d511</td>
</tr>
</tbody>
</table>
<h2>Annotation Format
</h2>
<p>Each line contains a token and the following information of it:
</p>
<ul>
<li>bounding box ((x0, y0), (x1, y1)) - > (x0, y0, x1, y1)</li>
<li>color (R, G, B)</li>
<li>font</li>
<li>label</li>
</ul>
<table>
<thead>
<tr>
<th>Index</th>
<th>0</th>
<th>1</th>
<th>2</th>
<th>3</th>
<th>4</th>
<th>5</th>
<th>6</th>
<th>7</th>
<th>8</th>
<th>9</th>
</tr>
</thead>
<tbody>
<tr>
<td>Content</td>
<td>token</td>
<td>x0</td>
<td>y0</td>
<td>x1</td>
<td>y1</td>
<td>R</td>
<td>G</td>
<td>B</td>
<td>font name</td>
<td>label</td>
</tr>
</tbody>
</table>
<h2>Citation</h2>
<p>If you use this dataset, please cite our <a href="https://arxiv.org/abs/2006.01038">paper</a>:
</p>
<div class="cite">
<p>DocBank: A Benchmark Dataset for Document Layout Analysis</p>
<p>Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou</p>
</div>
<p>Bibtex format:</p>
<div class="cite">
<code>
@misc{li2020docbank,<br>
title={DocBank: A Benchmark Dataset for Document Layout Analysis},<br>
author={Minghao Li and Yiheng Xu and Lei Cui and Shaohan Huang and Furu Wei and Zhoujun Li and Ming Zhou},<br>
year={2020},<br>
eprint={2006.01038},<br>
archivePrefix={arXiv},<br>
primaryClass={cs.CL}<br>
}
</code>
</div>
</div>
</div>
</div>
</body>
</html>