Calibration
Video-MME (w/o subtitle) → MMMU
MMMU is estimated from Video-MME (w/o subtitle) with a Hill curve fitted on 8 models measured on both: y = 0.0000 + (1.1348 − 0.0000)·x^3.77 / (0.63364^3.77 + x^3.77), R² = 0.99, cross-validated error 2.0 pp. It is used for 0 estimates.
Fitted on
| Model | Video-MME (w/o subtitle) | MMMU |
|---|---|---|
| Claude Opus 4.5 | 81.4% | 80.7% |
| Gemini 3 Pro | 87.7% | 87.2% |
| GPT-5.2 | 85.8% | 86.7% |
| Kimi K2.5 | 83.2% | 84.3% |
| LFM3-VL-2B | 62.8% | 55.7% |
| Nemotron 3 Nano Omni 30B A3B | 72.2% | 70.8% |
| Qwen3.5 397B | 83.7% | 85.0% |
| Qwen3.6-35B-A3B | 82.5% | 81.7% |