Update README.md

README.md

@@ -118,24 +118,24 @@ 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-base-3entities">NERmembert-base-3entities</a></td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
+        <td><br>0.978</td>
+        <td><br>0.957</td>
+        <td><br>0.904</td>
         <td><br>0</td>
     </tr>
     <tr>
         <td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
-        <td><br><b>0.978</b></td>
-        <td><br><b>0.958</b></td>
-        <td><br><b>0.903</b></td>
-        <td><br><b>0.814</b></td>
+        <td><br>0.978</td>
+        <td><br>0.958</td>
+        <td><br>0.903</td>
+        <td><br>0.814</td>
     </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>0.982</td>
+        <td><br>0.964</td>
+        <td><br>0.919</td>
+        <td><br>0.834</td>
     </tr>
 </tbody>
 </table>
@@ -234,9 +234,9 @@ For space reasons, we show only the F1 of the different models. You can see the
     </tr>
     <tr>
         <td>F1</td>
-        <td><br>A</td>
-        <td><br>B</td>
-        <td><br>C</td>
+        <td><br>0.978</td>
+        <td><br>0.957</td>
+        <td><br>0.904</td>
         <td><br>0</td>
         <td><br>X</td>
         <td><br>X</td>
@@ -272,30 +272,30 @@ 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>0.977</td>
+        <td><br>0.961</td>
+        <td><br>0.896</td>
+        <td><br>0.872</td>
+        <td><br>0.993</td>
+        <td><br>0.986</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>0.987</td>
+        <td><br>0.966</td>
+        <td><br>0.943</td>
+        <td><br>0.798</td>
+        <td><br>0.995</td>
+        <td><br>0.986</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>0.982</td>
+        <td><br>0.964</td>
+        <td><br>0.919</td>
+        <td><br>0.834</td>
+        <td><br>0.994</td>
+        <td><br>0.986</td>
     </tr>
 </tbody>
 </table>
@@ -956,6 +956,7 @@ results = ner(
 )
 
 print(result)
+```
 ```python
 [{'entity_group': 'MISC',
   'score': 0.9404951632022858,