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[Feature] Add supported_downstream_tasks.md #701

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252 changes: 252 additions & 0 deletions docs/en/supported_downstream_tasks.md
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<table class="docutils">
<thead>
<tr>
<th rowspan="2" align="center">Algorithm</th>
<th align="center" colspan="6">Tasks</th>
</tr>
<tr>
<th>Fine-tuning</th>
<th>Linear Eval</th>
<th>SVM</th>
<th>KNN</th>
<th>Semantic Segmentation</th>
<th>Object Detection</th>
</tr>
</thead>
<tbody>

<tr>
<tr>
<td rowspan="2">Relative-Loc</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>


<tr>
<tr>
<td rowspan="2">Rotation-Pred</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>

<tr>
<tr>
<td rowspan="2">NPID</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>


<tr>
<tr>
<td rowspan="2">SimCLR</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>



<tr>
<tr>
<td rowspan="2">MoCo v2</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>


<tr>
<tr>
<td rowspan="2">BYOL</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>

<tr>
<tr>
<td rowspan="2">SwAV</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>

<tr>
<tr>
<td rowspan="2">DenseCL</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>


<tr>
<tr>
<td rowspan="2">SimSiam</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>


<tr>
<tr>
<td rowspan="2">BarlowTwins</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>

<tr>
<tr>
<td rowspan="2">MoCo v3</td>
<td align="center">❌</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">✅</td>
</tr>



<tr>
<tr>
<td rowspan="2">MAE</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>

<tr>
<tr>
<td rowspan="2">CAE</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>

<tr>
<tr>
<td rowspan="2">SimMIM</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>

<tr>
<tr>
<td rowspan="2">MaskFeat</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>

<tr>
<tr>
<td rowspan="2">BEiT</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center"></td>
<td align="center">❌</td>
</tr>


<tr>
<tr>
<td rowspan="2">MILAN</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>


<tr>
<tr>
<td rowspan="2">BEiT V2</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>



<tr>
<tr>
<td rowspan="2">EVA</td>
<td align="center">✅</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>


<tr>
<tr>
<td rowspan="2">MixMIM</td>
<td align="center">✅</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
<td align="center">❌</td>
</tr>
<tr>
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