Update README.md
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README.md
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@@ -59,275 +59,8 @@ Step3 maintains exceptional efficiency across both flagship and low-end accelera
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## Evaluation Results
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<tr>
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<th></th>
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<th>Model</th>
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<th>Total Params.</th>
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<th>MMMU</th>
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<th>MathVision</th>
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<th>ZeroBench(sub)</th>
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<th>DYNAMATH</th>
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<th>SimpleVQA</th>
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<th>HallusionBench</th>
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<th>AIME25</th>
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<th>HMMT25</th>
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<th>CNMO24</th>
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<th>GPQA-Diamond</th>
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<th>LiveCodeBench<br>(24.8-25.5)</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td rowspan="6">Open-Source VLM</td>
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<td>Step3</td>
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<td>321B</td>
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<td>74.2</td>
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<td>64.8</td>
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<td>23.0</td>
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<td>50.1</td>
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<td>62.2</td>
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<td>64.2</td>
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<td>82.9</td>
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<td>70.0</td>
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<td>83.7</td>
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<td>73.0</td>
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<td>67.1</td>
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</tr>
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<tr>
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<td>ERINE4.5 - thinking</td>
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<td>300B/424B</td>
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<td>70.0</td>
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<td>47.6</td>
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<td>22.5</td>
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<td>46.9</td>
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<td>59.8</td>
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<td>60.0</td>
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<td>35.1</td>
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<td>40.5*</td>
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<td>75.5</td>
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<td>76.8</td>
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<td>38.8</td>
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</tr>
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<tr>
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<td>GLM-4.1V-thinking</td>
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<td>9B</td>
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<td>68.0</td>
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<td>49.4</td>
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<td>22.8</td>
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<td>41.9</td>
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<td>48.1</td>
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<td>60.8</td>
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<td>13.3</td>
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<td>6.7</td>
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<td>25.0</td>
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<td>47.4</td>
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<td>24.2</td>
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</tr>
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<tr>
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<td>MiMo-VL</td>
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<td>7B</td>
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<td>66.7</td>
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<td>60.4</td>
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<td>18.6</td>
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<td>45.9</td>
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<td>48.5</td>
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<td>59.6</td>
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<td>60.0</td>
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<td>34.6</td>
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<td>69.9</td>
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<td>55.5</td>
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<td>50.1</td>
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</tr>
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<tr>
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<td>QvQ-72B-Preview</td>
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<td>72B</td>
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<td>70.3</td>
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<td>35.9</td>
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<td>15.9</td>
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<td>30.7</td>
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<td>40.3</td>
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<td>50.8</td>
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<td>22.7</td>
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<td>49.5</td>
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<td>47.3</td>
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<td>10.9</td>
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<td>24.1</td>
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</tr>
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<tr>
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<td>LLaMA-Maverick</td>
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<td>400B</td>
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<td>73.4</td>
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<td>47.2</td>
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<td>22.8</td>
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<td>47.1</td>
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<td>45.4</td>
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<td>57.1</td>
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<td>19.2</td>
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<td>8.91</td>
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<td>41.6</td>
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<td>69.8</td>
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<td>33.9</td>
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</tr>
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<tr>
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<td rowspan="4">Open-Source LLM</td>
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<td>MiniMax-M1-80k</td>
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<td>456B</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>76.9</td>
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<td>-</td>
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<td>-</td>
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<td>70.0</td>
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<td>65.0</td>
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</tr>
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<tr>
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<td>Qwen3-235B-A22B-Thinking</td>
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<td>235B</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>81.5</td>
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<td>62.5</td>
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<td>-</td>
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<td>71.1</td>
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<td>65.9</td>
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</tr>
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<tr>
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<td>DeepSeek R1-0528</td>
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<td>671B</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>87.5</td>
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<td>79.4</td>
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<td>86.9</td>
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<td>81.0</td>
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<td>73.3</td>
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</tr>
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<tr>
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<td>Qwen3-235B-A22B-Thinking-2507</td>
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<td>235B</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>-</td>
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<td>92.3</td>
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<td>83.9</td>
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<td>-</td>
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<td>81.1</td>
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<td>-</td>
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</tr>
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<tr>
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<td rowspan="6">Proprietary VLM</td>
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<td>O3</td>
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<td>-</td>
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<td>82.9</td>
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<td>72.8</td>
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<td>25.2</td>
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<td>58.1</td>
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<td>59.8</td>
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<td>60.1</td>
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<td>88.9</td>
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<td>70.1</td>
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<td>86.7</td>
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<td>83.3</td>
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<td>75.8</td>
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</tr>
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<tr>
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<td>Claude4 Sonnet (thinking)</td>
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<td>-</td>
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<td>76.9</td>
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<td>64.6</td>
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<td>26.1</td>
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<td>48.1</td>
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<td>43.7</td>
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<td>57.0</td>
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<td>70.5</td>
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<td>-</td>
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<td>-</td>
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<td>75.4</td>
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<td>55.9</td>
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</tr>
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<tr>
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<td>Claude4 opus (thinking)</td>
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<td>-</td>
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<td>79.8</td>
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<td>66.1</td>
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<td>25.2</td>
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<td>49.3</td>
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<td>47.2</td>
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<td>59.9</td>
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<td>75.5</td>
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<td>-</td>
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<td>-</td>
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<td>79.6</td>
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<td>56.6</td>
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</tr>
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<tr>
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<td>Gemini 2.5 Flash (thinking)</td>
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<td>-</td>
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<td>73.2</td>
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<td>57.3</td>
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<td>20.1</td>
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<td>57.1</td>
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<td>61.1</td>
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<td>65.2</td>
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<td>72.0</td>
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<td>-</td>
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<td>-</td>
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<td>82.8</td>
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<td>61.9</td>
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</tr>
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<tr>
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<td>Gemini 2.5 Pro</td>
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<td>-</td>
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<td>81.7</td>
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<td>73.3</td>
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<td>30.8</td>
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<td>56.3</td>
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<td>66.8</td>
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<td>66.8</td>
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<td>88.0</td>
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<td>-</td>
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<td>-</td>
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<td>86.4</td>
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<td>71.8</td>
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</tr>
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<!-- 新增 Grok 4 -->
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<tr>
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<td>Grok 4</td>
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<td>-</td>
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<td>80.9</td>
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<td>70.3</td>
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<td>22.5</td>
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<td>40.7</td>
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<td>55.9</td>
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<td>64.8</td>
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<td>98.8</td>
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<td>93.9</td>
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<td>85.5</td>
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<td>87.5</td>
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<td>79.3</td>
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</tr>
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</tbody>
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</table>
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Note: Parts of the evaluation results are reproduced using the same settings.
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†: Evaluation results of Gemini 2.5 Flash (thinking) may be lower than real model performance, especially on MathVision, due to insufficient instruction following ability.
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## Deployment
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> [!Note]
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## Evaluation Results
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## Deployment
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> [!Note]
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