Multimodal Mathematical Reasoning on MathVista, MathVerse, MM-Math, DynaMath Combined
66.8Average ScoreVision-R1-72B*
Evaluation results
| Method | Links | |
|---|---|---|
| Vision-R1-72B*Params.=72B, additional data during RL training=true2025.03 | 66.8 | |
| Vision-R1-32B*Params.=32B, additional data during RL training=true2025.03 | 64.9 | |
| Qwen2.5-VL-72BParams.=72B2025.03 | 57.9 | |
| Vision-R1-7BParams.=7B2025.03 | 55.6 | |
| Qwen2.5-VL-32BParams.=32B2025.03 | 53.9 | |
| Qwen2.5-VL-7BParams.=7B2025.03 | 49.9 | |
| InternVL2.5-78BParams.=78B2025.03 | 39.1 | |
| GPT-4VParams.=-2025.03 | 37.5 | |
| LLaVA-CoT-11BParams.=11B2025.03 | 31.6 |