Calibration
Video-MME (with subtitle) → VideoMMMU
VideoMMMU is estimated from Video-MME (with subtitle) with a inverse Michaelis–Menten curve fitted on 11 models measured on both: y = 1.25047·(x − 0.0579) / (0.0579 + 2.0000 − x), R² = 0.75, cross-validated error 6.5 pp. It is used for 0 estimates.
Fitted on
| Model | Video-MME (with subtitle) | VideoMMMU |
|---|---|---|
| Claude Opus 4.5 | 77.6% | 84.4% |
| Gemini 3 Pro | 88.4% | 87.6% |
| GPT-5.2 | 86.0% | 85.9% |
| Kimi K2.5 | 87.4% | 86.6% |
| LFM3-VL-2B | 69.0% | 49.6% |
| MiniMax M3 | 85.4% | 84.6% |
| Qwen3.5 397B | 87.5% | 84.7% |
| Qwen3.6-27B | 87.7% | 84.4% |
| Qwen3.6-35B-A3B | 86.6% | 83.7% |
| Qwen3.7 Plus | 88.0% | 85.4% |
| Qwen3.8 Max | 90.4% | 88.7% |