Calibration
Video-MME (w/o subtitle) → MathVision
MathVision is estimated from Video-MME (w/o subtitle) with a linear curve fitted on 6 models measured on both: y = 1.4666·x + -0.4040, R² = 0.92, cross-validated error 4.5 pp. It is used for 0 estimates.
Fitted on
| Model | Video-MME (w/o subtitle) | MathVision |
|---|---|---|
| Claude Opus 4.5 | 81.4% | 74.3% |
| Gemini 3 Pro | 87.7% | 86.6% |
| GPT-5.2 | 85.8% | 83.0% |
| Kimi K2.5 | 83.2% | 84.2% |
| LFM3-VL-2B | 62.8% | 51.6% |
| Qwen3.5 397B | 83.7% | 88.6% |