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We evaluated R1-Onevision on Mathvision, Mathverse and R1-Onevision-Bench, and our model exhibits stronger reasoning performance than Qwen2.5-VL-72B and GPT-4V. The evaluation results are as follows:
| | Mathvision | Mathverse | R1-Onevision-Bench |
| | R1-Onevision-Bench | Mathverse | Mathvision |
| --- | --- | --- | --- |
| R1-Onevision | 26.16 | 44.06 | 41.71 |
| Qwen2.5-VL-7B | 23.20 | 37.35 | 27.95 |
| GPT-4V | 22.76 | 39.40 | - |
| GPT-4o | 30.39 | 43.22 | 32.07 |
| Qwen2.5-VL-7B | 27.95 | 37.35 | 23.20 |
| GPT-4V | - | 39.40 | 22.76 |
| GPT-4o | 32.07 | 43.22 | 30.39 |
| R1-Onevision | 41.71 | 44.06 | 26.16 |
## 🏗️ Start