History

Hongbin Sun 9af0bed144 fix #21 : refactor kie dataset & add show_results		2021-04-05 16:07:29 +08:00
..
README.md	[feature]: add code for kie and textsnake config	2021-04-03 00:44:12 +08:00
sdmgr_novisual_60e_wildreceipt.py	fix #21 : refactor kie dataset & add show_results	2021-04-05 16:07:29 +08:00
sdmgr_unet16_60e_wildreceipt.py	fix #21 : refactor kie dataset & add show_results	2021-04-05 16:07:29 +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	0.880	model \| log
sdmgr_novisual	Textual	0.871	model \| log