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#### 1.1 Elo Score of different bench between latest models #### 1.1 Elo Score of different bench between latest models
<table style="border-collapse: collapse; width: 100%; font-family: Arial, sans-serif;"> <table>
<thead> <thead>
<tr style="background-color: #f2f2f2; text-align: left;"> <tr>
<th style="border: 1px solid #ddd; padding: 8px;">models</th> <th>models</th>
<th style="border: 1px solid #ddd; padding: 8px;">olmOCR-Bench</th> <th>olmOCR-Bench</th>
<th style="border: 1px solid #ddd; padding: 8px;">OmniDocBench (v1.5)</th> <th>OmniDocBench (v1.5)</th>
<th style="border: 1px solid #ddd; padding: 8px;">XDocParse</th> <th>XDocParse</th>
</tr> </tr>
</thead> </thead>
<tbody> <tbody>
<tr> <tr>
<td style="border: 1px solid #ddd; padding: 8px;">GLM-OCR</td> <td>GLM-OCR</td>
<td style="border: 1px solid #ddd; padding: 8px;">859.9</td> <td>859.9</td>
<td style="border: 1px solid #ddd; padding: 8px;">937.5</td> <td>937.5</td>
<td style="border: 1px solid #ddd; padding: 8px;">742.1</td> <td>742.1</td>
</tr> </tr>
<tr> <tr>
<td style="border: 1px solid #ddd; padding: 8px;">PaddleOCR-VL-1.5</td> <td>PaddleOCR-VL-1.5</td>
<td style="border: 1px solid #ddd; padding: 8px;">873.6</td> <td>873.6</td>
<td style="border: 1px solid #ddd; padding: 8px;">965.6</td> <td>965.6</td>
<td style="border: 1px solid #ddd; padding: 8px;">797.6</td> <td>797.6</td>
</tr> </tr>
<tr> <tr>
<td style="border: 1px solid #ddd; padding: 8px;">HuanyuanOCR</td> <td>HuanyuanOCR</td>
<td style="border: 1px solid #ddd; padding: 8px;">978.9</td> <td>978.9</td>
<td style="border: 1px solid #ddd; padding: 8px;">974.4</td> <td>974.4</td>
<td style="border: 1px solid #ddd; padding: 8px;">895.9</td> <td>895.9</td>
</tr> </tr>
<tr> <tr>
<td style="border: 1px solid #ddd; padding: 8px;">dots.ocr</td> <td>dots.ocr</td>
<td style="border: 1px solid #ddd; padding: 8px;">1027.4</td> <td>1027.4</td>
<td style="border: 1px solid #ddd; padding: 8px;">994.7</td> <td>994.7</td>
<td style="border: 1px solid #ddd; padding: 8px;">1133.4</td> <td>1133.4</td>
</tr> </tr>
<!-- Highlighting dots.ocr-1.5 row --> <!-- Highlighting dots.ocr-1.5 row with bold tags -->
<tr style="background-color: #e6f7ff; font-weight: bold;"> <tr>
<td style="border: 1px solid #ddd; padding: 8px;">dots.ocr-1.5</td> <td><strong>dots.ocr-1.5</strong></td>
<td style="border: 1px solid #ddd; padding: 8px;">1089.0</td> <td><strong>1089.0</strong></td>
<td style="border: 1px solid #ddd; padding: 8px;">1025.8</td> <td><strong>1025.8</strong></td>
<td style="border: 1px solid #ddd; padding: 8px;">1157.1</td> <td><strong>1157.1</strong></td>
</tr> </tr>
<tr> <tr>
<td style="border: 1px solid #ddd; padding: 8px;">Gemini 3 Pro</td> <td>Gemini 3 Pro</td>
<td style="border: 1px solid #ddd; padding: 8px;">1171.2</td> <td>1171.2</td>
<td style="border: 1px solid #ddd; padding: 8px;">1102.1</td> <td>1102.1</td>
<td style="border: 1px solid #ddd; padding: 8px;">1273.9</td> <td>1273.9</td>
</tr> </tr>
</tbody> </tbody>
</table> </table>
> **Notes:** > **Notes:**
> - Results for Gemini 3 Pro, PaddleOCR-VL-1.5, and GLM-OCR were obtained via APIs, while HuanyuanOCR results were generated using local inference. > - Results for Gemini 3 Pro, PaddleOCR-VL-1.5, and GLM-OCR were obtained via APIs, while HuanyuanOCR results were generated using local inference.
> - The Elo score evaluation was conducted using Gemini 3 Flash. The prompt can be found at: [Elo Score Prompt](https://github.com/rednote-hilab/dots.ocr/blob/master/tools/elo_score_prompt.py). These results are consistent with the findings on [ocrarena](https://www.ocrarena.ai/battle). > - The Elo score evaluation was conducted using Gemini 3 Flash. The prompt can be found at: [Elo Score Prompt](https://github.com/rednote-hilab/dots.ocr/blob/master/tools/elo_score_prompt.py). These results are consistent with the findings on [ocrarena](https://www.ocrarena.ai/battle).
@@ -232,7 +232,7 @@ dots.ocr
<td>82.4</td> <td>82.4</td>
<td>81.2</td> <td>81.2</td>
<td>99.5</td> <td>99.5</td>
<td>79.1% ± 1.0%</td> <td>79.1±1.0</td>
</tr> </tr>
<tr> <tr>
<td><strong>dots.ocr-1.5</strong></td> <td><strong>dots.ocr-1.5</strong></td>
@@ -244,7 +244,7 @@ dots.ocr
<td><strong>85.3</strong></td> <td><strong>85.3</strong></td>
<td>81.6</td> <td>81.6</td>
<td>99.7</td> <td>99.7</td>
<td><strong>83.9% ± 0.9</strong></td> <td><strong>83.9±0.9</strong></td>
</tr> </tr>
</tbody> </tbody>
</table> </table>