Update README.md

README.md

@@ -65,25 +65,24 @@ It achieves the following results on the evaluation set:
 
 ## Accuracy at paragraph level
 
-![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)
+- Paragraph Accuracy: 86.55%
+- Accuracy by label
+  - Caption: 63.76%
+  - Footnote: 31.91%
+  - Formula: 95.33%
+  - List-item: 79.31%
+  - Page-footer: 99.51%
+  - Page-header: 88.75%
+  - Picture: 90.91%
+  - Section-header: 83.16%
+  - Table: 68.25%
+  - Text: 91.37%
+  - Title: 50.0%
 
-Paragraph Accuracy: 86.55%
+![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)
 
 ![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)
 
-Accuracy by label
-- Caption: 63.76%
-- Footnote: 31.91%
-- Formula: 95.33%
-- List-item: 79.31%
-- Page-footer: 99.51%
-- Page-header: 88.75%
-- Picture: 90.91%
-- Section-header: 83.16%
-- Table: 68.25%
-- Text: 91.37%
-- Title: 50.0%
-
 ## References
 
 ### Other models