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** wired_table_rec** : 训练数据为WTW,训练集为10970张。WTW数据组成有50%的自然场景下、30%的档案和20%的印刷体表格。所以这个模型更适合自然场景下拍照的表格识别。
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### 指标结果
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- | 方法| TEDS|
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- | :---| :---|
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- | [ RapidTable] ( https://github.com/RapidAI/RapidStructure/blob/b800b156015bf5cd6f5429295cdf48be682fd97e/docs/README_Table.md ) | 0.58786|
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- | [ lineless_table_rec] ( https://rapidai.github.io/TableStructureRec/docs/install_usage/lineless_table_rec/ ) | 0.50054|
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- | [ wired_table_rec] ( https://rapidai.github.io/TableStructureRec/docs/install_usage/wired_table_rec/ ) | 0.63316|
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+ | 方法 | TEDS | TEDS-only-structure |
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+ | :---------------------------------------------------------------------------------------------------------------------------| :-----------:| :-------------------:|
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+ | [ deepdoctection(rag-flow)] ( https://github.com/deepdoctection/deepdoctection?tab=readme-ov-file ) | 0.59975 | 0.69918 |
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+ | [ ppstructure_table_master] ( https://github.com/PaddlePaddle/PaddleOCR/tree/main/ppstructure ) | 0.61606 | 0.73892 |
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+ | [ ppsturcture_table_engine] ( https://github.com/PaddlePaddle/PaddleOCR/tree/main/ppstructure ) | 0.67924 | 0.78653 |
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+ | table_cls + wired_table_rec v1 + lineless_table_rec | 0.68507 | 0.75140 |
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+ | [ StructEqTable] ( https://github.com/UniModal4Reasoning/StructEqTable-Deploy ) | 0.67310 | ** 0.81210** |
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+ | [ RapidTable] ( https://github.com/RapidAI/RapidStructure/blob/b800b156015bf5cd6f5429295cdf48be682fd97e/docs/README_Table.md ) | 0.71654 | 0.81067 |
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+ | table_cls + wired_table_rec v2 + lineless_table_rec | ** 0.73702** | 0.80210 |
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### 评测步骤
@@ -82,4 +86,4 @@ for one_data in test_data:
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avg = sum (content) / len (content)
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print (f ' { avg:.5f } ' )
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- ```
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+ ```
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