History

Hongbin Sun 50a25e718a update ckpt link (#287 )		2021-06-15 20:28:09 +08:00
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README.md	update ckpt link (#287 )	2021-06-15 20:28:09 +08:00
metafile.yml	update metafile (#183 )	2021-05-14 00:17:33 +08:00
sdmgr_novisual_60e_wildreceipt.py	Ignore img processing for KIE without visual (#260 )	2021-06-10 10:07:33 +08:00
sdmgr_unet16_60e_wildreceipt.py	Ignore img processing for KIE without visual (#260 )	2021-06-10 10:07:33 +08:00

README.md

Spatial Dual-Modality Graph Reasoning for Key Information Extraction

Introduction

[ALGORITHM]

@misc{sun2021spatial,
      title={Spatial Dual-Modality Graph Reasoning for Key Information Extraction},
      author={Hongbin Sun and Zhanghui Kuang and Xiaoyu Yue and Chenhao Lin and Wayne Zhang},
      year={2021},
      eprint={2103.14470},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

Results and models

WildReceipt

Method	Modality	Macro F1-Score	Download
sdmgr_unet16	Visual + Textual	0.888	model \| log
sdmgr_novisual	Textual	0.870	model \| log