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zzxslp committed Apr 24, 2024
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* [04/23] Models and datasets of SoM-LLaVA are released!

## :bar_chart: Results
<table>
<tr>
<td>Method</td>
<td>LLM</td>
<td>POPE</td>
<td>MME</td>
<td>SEED-I</td>
<td>LLaVA-Wild</td>
<td>MM-VET</td>
</tr>
<tr>
<td>BLIP-2</td>
<td>Vicuna-13B</td>
<td>85.3</td>
<td>1293.8</td>
<td>49.7</td>
<td>38.1</td>
<td>22.4</td>
</tr>
<tr>
<td>LLaVA-1.5</td>
<td>Vicuna-13B</td>
<td>85.9</td>
<td>1531.3</td>
<td>68.2</td>
<td>70.7</td>
<td>35.4</td>
</tr>
<tr>
<td>SoM-LLaVA-1.5</td>
<td>Vicuna-13B</td>
<td><u>86.6</u></td>
<td><u>1563.1</u></td>
<td><b>69.6</b></td>
<td><b>75.3</b></td>
<td><u>35.9</u></td>
</tr>
<tr>
<td>SoM-LLaVA-1.5 w/ tag</td>
<td>Vicuna-13B</td>
<td><b>87.0</b></td>
<td><b>1572.8</b></td>
<td><b>69.5</b></td>
<td><u>73.3</u></td>
<td><b>37.2</b></td>
</tr>
</table>


## :seedling: Dataset

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