Update README.md

README.md

@@ -348,10 +348,10 @@ For space reasons, we show only the F1 of the different models. You can see the
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
+        <td><br>0.969</td>
+        <td><br>0.919</td>
+        <td><br>0.904</td>
+        <td><br>0.864</td>
     </tr>
 </tbody>
 </table>
@@ -477,40 +477,40 @@ For space reasons, we show only the F1 of the different models. You can see the
     </tr>
     <tr>
         <td>F1</td>
-        <td><br><b>0.960</b></td>
-        <td><br><b>0.890</b></td>
-        <td><br><b>0.867</b></td>
-        <td><br><b>0.852</b></td>
-        <td><br><b>0.977</b></td>
-        <td><br><b>0.954</b></td>
+        <td><br>0.960</td>
+        <td><br>0.890</td>
+        <td><br>0.867</td>
+        <td><br>0.852</td>
+        <td><br>0.977</td>
+        <td><br>0.954</td>
     </tr>
         <tr>
         <td rowspan="3"><br><a href="https://hf/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
         <td><br>Precision</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.964</td>
+        <td><br>0.922</td>
+        <td><br>0.904</td>
+        <td><br>0.856</td>
+        <td><br>0.981</td>
+        <td><br>0.961</td>
     </tr>
     <tr>
         <td><br>Recall</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.975</td>
+        <td><br>0.917</td>
+        <td><br>0.904</td>
+        <td><br>0.872</td>
+        <td><br>0.976</td>
+        <td><br>0.961</td>
     </tr>
     <tr>
         <td>F1</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.969</td>
+        <td><br>0.919</td>
+        <td><br>0.904</td>
+        <td><br>0.864</td>
+        <td><br>0.978</td>
+        <td><br>0.961</td>
     </tr>
 </tbody>
 </table>
@@ -562,10 +562,10 @@ For space reasons, we show only the F1 of the different models. You can see the
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
+        <td><br>0.987</td>
+        <td><br>0.976</td>
+        <td><br>0.948</td>
+        <td><br>0.790</td>
     </tr>
 </tbody>
 </table>
@@ -701,30 +701,30 @@ For space reasons, we show only the F1 of the different models. You can see the
         <tr>
         <td rowspan="3"><br><a href="https://hf/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
         <td><br>Precision</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.979</td>
+        <td><br>0.967</td>
+        <td><br>0.922</td>
+        <td><br>0.852</td>
+        <td><br>0.991</td>
+        <td><br>0.985</td>
     </tr>
     <tr>
         <td><br>Recall</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.996</td>
+        <td><br>0.986</td>
+        <td><br>0.974</td>
+        <td><br>0.736</td>
+        <td><br>0.994</td>
+        <td><br>0.985</td>
     </tr>
     <tr>
         <td>F1</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.987</td>
+        <td><br>0.976</td>
+        <td><br>0.948</td>
+        <td><br>0.790</td>
+        <td><br>0.993</td>
+        <td><br>0.985</td>
     </tr>
 </tbody>
 </table>
@@ -775,10 +775,10 @@ For space reasons, we show only the F1 of the different models. You can see the
     </tr>
       <tr>
         <td rowspan="1"><br><a href="https://hf/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
+        <td><br>0.975</td>
+        <td><br>0.953</td>
+        <td><br>0.896</td>
+        <td><br>0.893</td>
     </tr>
 </tbody>
 </table>
@@ -914,30 +914,30 @@ For space reasons, we show only the F1 of the different models. You can see the
         <tr>
         <td rowspan="3"><br><a href="https://hf/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
         <td><br>Precision</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.975</td>
+        <td><br>0.957</td>
+        <td><br>0.872</td>
+        <td><br>0.901</td>
+        <td><br>0.997</td>
+        <td><br>0.989</td>
     </tr>
     <tr>
         <td><br>Recall</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.975</td>
+        <td><br>0.949</td>
+        <td><br>0.922</td>
+        <td><br>0.884</td>
+        <td><br>0.997</td>
+        <td><br>0.989</td>
     </tr>
     <tr>
         <td>F1</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
-        <td><br>D</td>
-        <td><br>E</td>
-        <td><br>F</td>
+        <td><br>0.975</td>
+        <td><br>0.953</td>
+        <td><br>0.896</td>
+        <td><br>0.893</td>
+        <td><br>0.997</td>
+        <td><br>0.989</td>
     </tr>
 </tbody>
 </table>