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README.md
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<th nowrap="nowrap" >MMMU val</th>
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<th nowrap="nowrap" >MMHal-Bench</th>
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<th nowrap="nowrap" >SeedBench-I</th>
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<th nowrap="nowrap" >LLaVA Bench W</th>
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<th>MathVista</th>
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<th nowrap="nowrap">MMB dev (en)</th>
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</tr>
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</thead>
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<tbody align="center">
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<td>56.8</td>
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<td>3.53 / 70.8</td>
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<td>71.6 </td>
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<td>93.1 </td>
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<td>47.8 </td>
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<td>75.1 </td>
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</tr>
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<tr>
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<td nowrap="nowrap" align="left">Qwen-VL-Plus†</td>
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<td>45.2</td>
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<td>- </td>
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<td>65.7 </td>
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<td>73.7 </td>
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<td>36.0 </td>
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<td>66.2 </td>
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</tr>
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<tr>
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<td align="left">Yi-VL 6B</td>
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<td>39.1 </td>
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<td>- </td>
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<td>66.1 </td>
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<td>39.9 </td>
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<td>28.0 </td>
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<td>68.2 </td>
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</tr>
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<tr>
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<td nowrap="nowrap" align="left" >Qwen-VL-Chat</td>
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<td>35.9</td>
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<td>2.93 / 59.4</td>
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<td>64.8 </td>
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<td>67.7 </td>
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<td>33.8 </td>
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<td>60.6 </td>
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</tr>
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<tr>
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<td align="left" >CogVLM</td>
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<td>32.1 </td>
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<td>2.68 / 52.1 </td>
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<td>68.8 </td>
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<td>73.9 </td>
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<td>34.7 </td>
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<td>63.7 </td>
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</tr>
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<tr>
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<td align="left" >LLaVA 1.5</td>
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<td>36.4 </td>
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<td>2.71 / 51.0 </td>
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<td>68.1 </td>
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<td>64.6 </td>
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<td>26.4 </td>
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<td>68.2 </td>
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</tr>
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<tr>
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<td nowrap="nowrap" align="left" ><b>OmniLMM-12B</b></td>
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<td>40.7 </td>
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<td>3.45 / 68.8 </td>
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<td>71.1 </td>
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<td>72.0 </td>
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<td>34.9 </td>
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<td>71.6 </td>
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</tr>
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</tbody>
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</table>
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<th nowrap="nowrap" >MMMU val</th>
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<th nowrap="nowrap" >MMHal-Bench</th>
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<th nowrap="nowrap" >SeedBench-I</th>
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<th nowrap="nowrap">MMB dev (en)</th>
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<th>MathVista</th>
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<th nowrap="nowrap" >LLaVA Bench W</th>
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</tr>
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</thead>
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<tbody align="center">
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<td>56.8</td>
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<td>3.53 / 70.8</td>
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<td>71.6 </td>
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<td>75.1 </td>
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<td>47.8 </td>
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<td>93.1 </td>
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</tr>
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<tr>
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<td nowrap="nowrap" align="left">Qwen-VL-Plus†</td>
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<td>45.2</td>
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<td>- </td>
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<td>65.7 </td>
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<td>66.2 </td>
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<td>36.0 </td>
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<td>73.7 </td>
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</tr>
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<tr>
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<td align="left">Yi-VL 6B</td>
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<td>39.1 </td>
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<td>- </td>
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<td>66.1 </td>
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<td>68.2 </td>
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<td>28.0 </td>
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<td>39.9 </td>
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</tr>
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<tr>
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<td nowrap="nowrap" align="left" >Qwen-VL-Chat</td>
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<td>35.9</td>
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<td>2.93 / 59.4</td>
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<td>64.8 </td>
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<td>60.6 </td>
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<td>33.8 </td>
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<td>67.7 </td>
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</tr>
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<tr>
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<td align="left" >CogVLM</td>
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<td>32.1 </td>
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<td>2.68 / 52.1 </td>
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<td>68.8 </td>
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<td>63.7 </td>
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<td>34.7 </td>
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<td>73.9 </td>
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</tr>
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<tr>
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<td align="left" >LLaVA 1.5</td>
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<td>36.4 </td>
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<td>2.71 / 51.0 </td>
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<td>68.1 </td>
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<td>68.2 </td>
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<td>26.4 </td>
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<td>64.6 </td>
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</tr>
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<tr>
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<td nowrap="nowrap" align="left" ><b>OmniLMM-12B</b></td>
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<td>40.7 </td>
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<td>3.45 / 68.8 </td>
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<td>71.1 </td>
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<td>71.6 </td>
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<td>34.9 </td>
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<td>72.0 </td>
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</tr>
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</tbody>
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</table>
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