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@@ -79,10 +79,10 @@ It achieves the following results on the evaluation set:
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- ![Confusion matrix of the labeled blocks of the dataset DocLayNet base of test (model: LayoutXLM base finetuned on DocLayNet base)](https://huggingface.co/pierreguillou/layout-xlm-base-finetuned-with-DocLayNet-base-at-paragraphlevel-ml512/resolve/main/docs/confusion_matrix_labeled_paragraphs_DocLayNet_base_test_LayoutXLM_base_paragraph_level_512.png)
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  ![Paragraphs labels vs accuracy (%) of the dataset DocLayNet base of test (model: LayoutXLM base finetuned on DocLayNet base))](https://huggingface.co/pierreguillou/layout-xlm-base-finetuned-with-DocLayNet-base-at-paragraphlevel-ml512/resolve/main/docs/paragraphs_labels_accuracy_DocLayNet_base_test_LayoutXLM_base_paragraph_level_512.png)
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  ## References
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  ### Other models
 
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  - Text: 91.37%
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  ![Paragraphs labels vs accuracy (%) of the dataset DocLayNet base of test (model: LayoutXLM base finetuned on DocLayNet base))](https://huggingface.co/pierreguillou/layout-xlm-base-finetuned-with-DocLayNet-base-at-paragraphlevel-ml512/resolve/main/docs/paragraphs_labels_accuracy_DocLayNet_base_test_LayoutXLM_base_paragraph_level_512.png)
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+ ![Confusion matrix of the labeled blocks of the dataset DocLayNet base of test (model: LayoutXLM base finetuned on DocLayNet base)](https://huggingface.co/pierreguillou/layout-xlm-base-finetuned-with-DocLayNet-base-at-paragraphlevel-ml512/resolve/main/docs/confusion_matrix_labeled_paragraphs_DocLayNet_base_test_LayoutXLM_base_paragraph_level_512.png)
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  ## References
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  ### Other models