Update README.md
Browse files
README.md
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@@ -122,6 +122,13 @@ For space reasons, we show only the F1 of the different models. You can see the
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<td><br>0.957</td>
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<td><br>0.904</td>
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<td><br>0</td>
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</tr>
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<tr>
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<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
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</tr>
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<tr>
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<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
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<td><br>0.982</td>
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<td><br>0.964</td>
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<td><br>0.919</td>
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<td><br>0.834</td>
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</tr>
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</tbody>
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</table>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
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</tr>
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<tr>
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<td>F1</td>
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<td><br>0.982</td>
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<td><br>0.964</td>
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<td><br>0.919</td>
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<td><br>0.834</td>
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<td><br>0.994</td>
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<td><br>0.986</td>
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</tr>
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</tbody>
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</table>
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<td><br>0.887</td>
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<td><br>0.877</td>
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<td><br>0</td>
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</tr>
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<tr>
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<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
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</tr>
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<tr>
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<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
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<td><br>0.969</td>
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<td><br>0.919</td>
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<td><br>0.904</td>
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<td><br>0.864</td>
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</tr>
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</tbody>
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</table>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
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<td><br>Precision</td>
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</tr>
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<tr>
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<td>F1</td>
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<td><br>0.969</td>
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<td><br>0.919</td>
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<td><br>0.904</td>
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<td><br>0.864</td>
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<td><br>0.978</td>
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<td><br>0.961</td>
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</tr>
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</tbody>
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</table>
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<td><br>0.938</td>
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<td><br>0</td>
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</tr>
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<tr>
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<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
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<td><br>0.985</td>
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<td><br>0.987</td>
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<td><br>0.976</td>
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<td><br>0.948</td>
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<td><br>0.790</td>
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</tr>
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</tbody>
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</table>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
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<td><br>0.987</td>
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<td><br>0.976</td>
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<td><br>0.948</td>
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<td><br>0.790</td>
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<td><br>0.993</td>
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<td><br>0.985</td>
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</tr>
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<tbody>
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<tr>
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<td rowspan="1"><br><a href="https://hf.co/Jean-Baptiste/camembert-ner">Jean-Baptiste/camembert-ner</a></td>
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<td><br>0.986</td>
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<td><br>0.966</td>
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<td><br>0.938</td>
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<td><br>0.938</td>
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</tr>
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<tr>
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<td rowspan="1"><br><a href="https://hf.co/cmarkea/distilcamembert-base-ner">cmarkea/distilcamembert-base-ner</a></td>
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<td><br>0.878</td>
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<td><br>0</td>
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</tr>
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<tr>
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<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
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<td><br>0.970</td>
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</tr>
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<tr>
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<td>F1</td>
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<td><br>0.986</td>
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<td><br>0.966</td>
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<td><br>0.938</td>
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<td><br>0.938</td>
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<td><br>0.998</td>
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<td><br>0.992</td>
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</tr>
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<tr>
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<td rowspan="3"><br><a href="https://hf.co/cmarkea/distilcamembert-base-ner">cmarkea/distilcamembert-base-ner</a></td>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
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<td><br>0.957</td>
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<td><br>0.904</td>
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<td><br>0</td>
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+
</tr>
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+
<tr>
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+
<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
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<td><br>0.980</td>
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<td><br>0.963</td>
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<td><br>0.919</td>
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<td><br>0</td>
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</tr>
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<tr>
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<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
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</tr>
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<tr>
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<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
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<td><br><b>0.982</b></td>
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<td><br><b>0.964</b></td>
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<td><br><b>0.919</b></td>
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<td><br><b>0.834</b></td>
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</tr>
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</tbody>
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</table>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
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<td><br>Precision</td>
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<td><br>0.978</td>
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<td><br>0.960</td>
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<td><br>0.899</td>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td><br>Recall</td>
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<td><br>0.985</td>
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<td><br>0.966</td>
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<td><br>0.940</td>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td>F1</td>
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<td><br>0.980</td>
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<td><br>0.963</td>
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<td><br>0.919</td>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
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</tr>
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<tr>
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<td>F1</td>
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<td><br><b>0.982</b></td>
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<td><br><b>0.964</b></td>
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| 330 |
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<td><br><b>0.919</b></td>
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<td><br><b>0.834</b></td>
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<td><br><b>0.994</b></td>
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<td><br><b>0.986</b></td>
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</tr>
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</tbody>
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</table>
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<td><br>0.887</td>
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<td><br>0.877</td>
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<td><br>0</td>
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| 376 |
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</tr>
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| 377 |
+
<tr>
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| 378 |
+
<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
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| 379 |
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<td><br>0.965</td>
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| 380 |
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<td><br>0.902</td>
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| 381 |
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<td><br>0.896</td>
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| 382 |
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<td><br>0</td>
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| 383 |
</tr>
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<tr>
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<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
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| 390 |
</tr>
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| 391 |
<tr>
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<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-4entities">NERmembert-large-4entities</a></td>
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| 393 |
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<td><br><b>0.969</b></td>
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| 394 |
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<td><br><b>0.919</b></td>
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| 395 |
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<td><br><b>0.904</b></td>
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| 396 |
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<td><br><b>0.864</b></td>
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| 397 |
</tr>
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| 398 |
</tbody>
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| 399 |
</table>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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| 501 |
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<tr>
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| 502 |
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<td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
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| 503 |
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<td><br>Precision</td>
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| 504 |
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<td><br>0.960</td>
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| 505 |
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<td><br>0.903</td>
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| 506 |
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<td><br>0.916</td>
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| 507 |
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<td><br>0</td>
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| 508 |
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<td><br>X</td>
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| 509 |
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<td><br>X</td>
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</tr>
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| 511 |
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<tr>
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| 512 |
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<td><br>Recall</td>
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| 513 |
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<td><br>0.970</td>
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| 514 |
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<td><br>0.900</td>
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| 515 |
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<td><br>0.877</td>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td>F1</td>
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<td><br>0.965</td>
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<td><br>0.902</td>
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<td><br>0.896</td>
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<td><br>0</td>
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<td><br>X</td>
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<td><br>X</td>
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</tr>
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<tr>
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<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
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<td><br>Precision</td>
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| 575 |
</tr>
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<tr>
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| 577 |
<td>F1</td>
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| 578 |
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<td><br><b>0.969</b></td>
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<td><br><b>0.919</b></td>
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| 580 |
+
<td><br><b>0.904</b></td>
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<td><br><b>0.864</b></td>
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<td><br><b>0.978</b></td>
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<td><br><b>0.961</b></td>
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| 584 |
</tr>
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| 585 |
</tbody>
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| 586 |
</table>
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| 623 |
<td><br>0.938</td>
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| 624 |
<td><br>0</td>
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| 625 |
</tr>
|
| 626 |
+
<tr>
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| 627 |
+
<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
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| 628 |
+
<td><br><b>0.987</b></td>
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| 629 |
+
<td><br><b>0.979</b></td>
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| 630 |
+
<td><br><b>0.953</b></td>
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| 631 |
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<td><br>0</td>
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| 632 |
+
</tr>
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| 633 |
<tr>
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| 634 |
<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
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| 635 |
<td><br>0.985</td>
|
|
|
|
| 642 |
<td><br>0.987</td>
|
| 643 |
<td><br>0.976</td>
|
| 644 |
<td><br>0.948</td>
|
| 645 |
+
<td><br><b>0.790</b></td>
|
| 646 |
</tr>
|
| 647 |
</tbody>
|
| 648 |
</table>
|
|
|
|
| 746 |
<td><br>0</td>
|
| 747 |
<td><br>X</td>
|
| 748 |
<td><br>X</td>
|
| 749 |
+
</tr>
|
| 750 |
+
<tr>
|
| 751 |
+
<td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
|
| 752 |
+
<td><br>Precision</td>
|
| 753 |
+
<td><br>0.979</td>
|
| 754 |
+
<td><br>0.970</td>
|
| 755 |
+
<td><br>0.927</td>
|
| 756 |
+
<td><br>0</td>
|
| 757 |
+
<td><br>X</td>
|
| 758 |
+
<td><br>X</td>
|
| 759 |
+
</tr>
|
| 760 |
+
<tr>
|
| 761 |
+
<td><br>Recall</td>
|
| 762 |
+
<td><br>0.996</td>
|
| 763 |
+
<td><br>0.987</td>
|
| 764 |
+
<td><br>0.980</td>
|
| 765 |
+
<td><br>0</td>
|
| 766 |
+
<td><br>X</td>
|
| 767 |
+
<td><br>X</td>
|
| 768 |
+
</tr>
|
| 769 |
+
<tr>
|
| 770 |
+
<td>F1</td>
|
| 771 |
+
<td><br><b>0.987</b></td>
|
| 772 |
+
<td><br><b>0.979</b></td>
|
| 773 |
+
<td><br><b>0.953</b></td>
|
| 774 |
+
<td><br>0</td>
|
| 775 |
+
<td><br>X</td>
|
| 776 |
+
<td><br>X</td>
|
| 777 |
</tr>
|
| 778 |
<tr>
|
| 779 |
<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
|
|
|
|
| 827 |
<td><br>0.987</td>
|
| 828 |
<td><br>0.976</td>
|
| 829 |
<td><br>0.948</td>
|
| 830 |
+
<td><br><b>0.790</b>b></td>
|
| 831 |
<td><br>0.993</td>
|
| 832 |
<td><br>0.985</td>
|
| 833 |
</tr>
|
|
|
|
| 852 |
<tbody>
|
| 853 |
<tr>
|
| 854 |
<td rowspan="1"><br><a href="https://hf.co/Jean-Baptiste/camembert-ner">Jean-Baptiste/camembert-ner</a></td>
|
| 855 |
+
<td><br><b>0.986</b></td>
|
| 856 |
+
<td><br><b>0.966</b></td>
|
| 857 |
+
<td><br><b>0.938</b></td>
|
| 858 |
+
<td><br><b>0.938</b></td>
|
| 859 |
</tr>
|
| 860 |
<tr>
|
| 861 |
<td rowspan="1"><br><a href="https://hf.co/cmarkea/distilcamembert-base-ner">cmarkea/distilcamembert-base-ner</a></td>
|
|
|
|
| 871 |
<td><br>0.878</td>
|
| 872 |
<td><br>0</td>
|
| 873 |
</tr>
|
| 874 |
+
<tr>
|
| 875 |
+
<td rowspan="1"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
|
| 876 |
+
<td><br>0.972</td>
|
| 877 |
+
<td><br>0.953</td>
|
| 878 |
+
<td><br>0.893</td>
|
| 879 |
+
<td><br>0</td>
|
| 880 |
+
</tr>
|
| 881 |
<tr>
|
| 882 |
<td rowspan="1"><br>NERmembert-base-4entities (this model)</td>
|
| 883 |
<td><br>0.970</td>
|
|
|
|
| 932 |
</tr>
|
| 933 |
<tr>
|
| 934 |
<td>F1</td>
|
| 935 |
+
<td><br><b>0.986</b></td>
|
| 936 |
+
<td><br><b>0.966</b></td>
|
| 937 |
+
<td><br><b>0.938</b></td>
|
| 938 |
+
<td><br><b>0.938</b></td>
|
| 939 |
+
<td><br><b>0.998</b></td>
|
| 940 |
+
<td><br><b>0.992</b></td>
|
| 941 |
</tr>
|
| 942 |
<tr>
|
| 943 |
<td rowspan="3"><br><a href="https://hf.co/cmarkea/distilcamembert-base-ner">cmarkea/distilcamembert-base-ner</a></td>
|
|
|
|
| 994 |
<td><br>0</td>
|
| 995 |
<td><br>X</td>
|
| 996 |
<td><br>X</td>
|
| 997 |
+
</tr>
|
| 998 |
+
<tr>
|
| 999 |
+
<td rowspan="3"><br><a href="https://hf.co/CATIE-AQ/NERmembert-large-3entities">NERmembert-large-3entities</a></td>
|
| 1000 |
+
<td><br>Precision</td>
|
| 1001 |
+
<td><br>0.973</td>
|
| 1002 |
+
<td><br>0.953</td>
|
| 1003 |
+
<td><br>0.873</td>
|
| 1004 |
+
<td><br>0</td>
|
| 1005 |
+
<td><br>X</td>
|
| 1006 |
+
<td><br>X</td>
|
| 1007 |
+
</tr>
|
| 1008 |
+
<tr>
|
| 1009 |
+
<td><br>Recall</td>
|
| 1010 |
+
<td><br>0.971</td>
|
| 1011 |
+
<td><br>0.948</td>
|
| 1012 |
+
<td><br>0.913</td>
|
| 1013 |
+
<td><br>0</td>
|
| 1014 |
+
<td><br>X</td>
|
| 1015 |
+
<td><br>X</td>
|
| 1016 |
+
</tr>
|
| 1017 |
+
<tr>
|
| 1018 |
+
<td>F1</td>
|
| 1019 |
+
<td><br>0.972</td>
|
| 1020 |
+
<td><br>0.953</td>
|
| 1021 |
+
<td><br>0.893</td>
|
| 1022 |
+
<td><br>0</td>
|
| 1023 |
+
<td><br>X</td>
|
| 1024 |
+
<td><br>X</td>
|
| 1025 |
</tr>
|
| 1026 |
<tr>
|
| 1027 |
<td rowspan="3"><br>NERmembert-base-4entities (this model)</td>
|