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lines changed Original file line number Diff line number Diff line change 1717 - 优化表格类型判断,增加在线演示
1818- ** 2024.10.13**
1919 - 补充最新paddlex-SLANet-plus 测评结果(已集成模型到rappid_table仓库)
20-
20+ - ** 2024.10.17**
21+ - 补充最新surya 表格识别测评结果
2122### 简介
2223💖该仓库是用来对文档中表格做结构化识别的推理库,包括来自paddle的表格识别模型,
2324阿里读光有线和无线表格识别模型,llaipython(微信)贡献的有线表格模型,网易Qanything内置表格分类模型等。
4546
4647测试环境: ubuntu 20.04 python 3.10.10 opencv-python 4.10.0.84
4748
48- 注: StructEqTable 输出为 latex,只取成功转换为html并去除样式标签后进行测评
49+ 注:
50+ StructEqTable 输出为 latex,只取成功转换为html并去除样式标签后进行测评
51+
52+ Surya-Tabled 使用内置ocr模块,表格模型为行列识别模型,无法识别单元格合并,导致分数较低
4953
5054| 方法 | TEDS | TEDS-only-structure |
5155| :------------------------------------------------------------------------------------------------| :-----------:| :-------------------:|
56+ | [ surya-tabled(--skip-detect)] ( https://github.com/VikParuchuri/tabled ) | 0.33437 | 0.65865 |
57+ | [ surya-tabled] ( https://github.com/VikParuchuri/tabled ) | 0.33940 | 0.67103 |
5258| [ deepdoctection(rag-flow)] ( https://github.com/deepdoctection/deepdoctection?tab=readme-ov-file ) | 0.59975 | 0.69918 |
5359| [ ppstructure_table_master] ( https://github.com/PaddlePaddle/PaddleOCR/tree/main/ppstructure ) | 0.61606 | 0.73892 |
5460| [ ppsturcture_table_engine] ( https://github.com/PaddlePaddle/PaddleOCR/tree/main/ppstructure ) | 0.67924 | 0.78653 |
5561| table_cls + wired_table_rec v1 + lineless_table_rec | 0.68507 | 0.75140 |
5662| [ StructEqTable] ( https://github.com/UniModal4Reasoning/StructEqTable-Deploy ) | 0.67310 | 0.81210 |
57- | [ RapidTable(SLANet)] ( https://github.com/RapidAI/RapidTable ) | 0.71654 | 0.81067 |
63+ | [ RapidTable(SLANet)] ( https://github.com/RapidAI/RapidTable ) | 0.71654 | 0.81067 |
5864| table_cls + wired_table_rec v2 + lineless_table_rec | 0.73702 | 0.80210 |
5965| [ RapidTable(SLANet-plus)] ( https://github.com/RapidAI/RapidTable ) | ** 0.84481** | ** 0.91369** |
6066
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