Update README.md

README.md

@@ -236,8 +236,8 @@ lm_eval \
     <tr>
       <th>Category</th>
       <th>Metric</th>
-      <th>Qwen/Qwen2.5-VL-7B-Instruct</th>
-      <th>neuralmagic/Qwen2.5-VL-7B-Instruct-quantized.w8a8</th>
+      <th>Qwen/Qwen2.5-VL-72B-Instruct</th>
+      <th>neuralmagic/Qwen2.5-VL-72B-Instruct-quantized.w8a8</th>
       <th>Recovery (%)</th>
     </tr>
   </thead>
@@ -245,52 +245,52 @@ lm_eval \
     <tr>
       <td rowspan="6"><b>Vision</b></td>
       <td>MMMU (val, CoT)<br><i>explicit_prompt_relaxed_correctness</i></td>
-      <td>52.00</td>
-      <td>52.33</td>
-      <td>100.63%</td>
+      <td>64.33</td>
+      <td>67.56</td>
+      <td>105.02%</td>
     </tr>
     <tr>
       <td>VQAv2 (val)<br><i>vqa_match</i></td>
-      <td>75.59</td>
-      <td>75.46</td>
-      <td>99.83%</td>
+      <td>81.94</td>
+      <td>81.91</td>
+      <td>99.96%</td>
     </tr>
     <tr>
       <td>DocVQA (val)<br><i>anls</i></td>
-      <td>94.27</td>
-      <td>94.09</td>
-      <td>99.81%</td>
+      <td>94.71</td>
+      <td>94.71</td>
+      <td>100.00%</td>
     </tr>
     <tr>
       <td>ChartQA (test, CoT)<br><i>anywhere_in_answer_relaxed_correctness</i></td>
-      <td>86.44</td>
-      <td>86.16</td>
-      <td>99.68%</td>
+      <td>88.96</td>
+      <td>89.40</td>
+      <td>100.49%</td>
     </tr>
     <tr>
       <td>Mathvista (testmini, CoT)<br><i>explicit_prompt_relaxed_correctness</i></td>
-      <td>69.47</td>
-      <td>70.47</td>
-      <td>101.44%</td>
+      <td>78.18</td>
+      <td>78.38</td>
+      <td>100.26%</td>
     </tr>
     <tr>
       <td><b>Average Score</b></td>
-      <td><b>75.95</b></td>
-      <td><b>75.90</b></td>
-      <td><b>99.93%</b></td>
+      <td><b>81.62</b></td>
+      <td><b>82.00</b></td>
+      <td><b>100.46%</b></td>
     </tr>
     <tr>
       <td rowspan="2"><b>Text</b></td>
       <td>MGSM (CoT)</td>
-      <td>58.72</td>
-      <td>59.92</td>
-      <td>102.04%</td>
+      <td>75.45</td>
+      <td>74.29</td>
+      <td>98.46%</td>
     </tr>
     <tr>
       <td>MMLU (5-shot)</td>
-      <td>71.09</td>
-      <td>70.57</td>
-      <td>99.27%</td>
+      <td>86.16</td>
+      <td>85.65</td>
+      <td>99.41%</td>
     </tr>
   </tbody>
 </table>