mirror of https://github.com/open-mmlab/mmocr.git
26 lines
1.6 KiB
Markdown
26 lines
1.6 KiB
Markdown
# Spatial Dual-Modality Graph Reasoning for Key Information Extraction
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## Introduction
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[ALGORITHM]
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```bibtex
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@misc{sun2021spatial,
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title={Spatial Dual-Modality Graph Reasoning for Key Information Extraction},
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author={Hongbin Sun and Zhanghui Kuang and Xiaoyu Yue and Chenhao Lin and Wayne Zhang},
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year={2021},
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eprint={2103.14470},
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archivePrefix={arXiv},
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primaryClass={cs.CV}
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}
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```
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## Results and models
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### WildReceipt
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| Method | Modality | Macro F1-Score | Download |
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| :--------------------------------------------------------------------: | :--------------: | :------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| [sdmgr_unet16](/configs/kie/sdmgr/sdmgr_unet16_60e_wildreceipt.py) | Visual + Textual | 0.876 | [model](https://download.openmmlab.com/mmocr/kie/sdmgr/sdmgr_unet16_60e_wildreceipt_20210405-16a47642.pth) \| [log](https://download.openmmlab.com/mmocr/kie/sdmgr/20210405_104508.log.json) |
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| [sdmgr_novisual](/configs/kie/sdmgr/sdmgr_novisual_60e_wildreceipt.py) | Textual | 0.864 | [model](https://download.openmmlab.com/mmocr/kie/sdmgr/sdmgr_novisual_60e_wildreceipt_20210405-07bc26ad.pth) \| [log](https://download.openmmlab.com/mmocr/kie/sdmgr/20210405_141138.log.json) |
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