Calibration
Video-MME (w/o subtitle) → MMMU-Pro
MMMU-Pro is estimated from Video-MME (w/o subtitle) with a linear curve fitted on 7 models measured on both: y = 1.4804·x + -0.4714, R² = 0.98, cross-validated error 2.3 pp. It is used for 0 estimates.
Fitted on
| Model | Video-MME (w/o subtitle) | MMMU-Pro |
|---|---|---|
| Claude Opus 4.5 | 81.4% | 70.6% |
| Gemini 3 Pro | 87.7% | 81.0% |
| GPT-5.2 | 85.8% | 79.5% |
| Kimi K2.5 | 83.2% | 78.5% |
| LFM3-VL-2B | 62.8% | 45.7% |
| Qwen3.5 397B | 83.7% | 79.0% |
| Qwen3.6-35B-A3B | 82.5% | 75.3% |