Calibration
Video-MME (w/o subtitle) → Video-MME (with subtitle)
Video-MME (with subtitle) is estimated from Video-MME (w/o subtitle) with a Michaelis–Menten curve fitted on 7 models measured on both: y = 2.0000·x / (1.13182 + x), R² = 0.80, cross-validated error 3.5 pp. It is used for 0 estimates.
Fitted on
| Model | Video-MME (w/o subtitle) | Video-MME (with subtitle) |
|---|---|---|
| Claude Opus 4.5 | 81.4% | 77.6% |
| Gemini 3 Pro | 87.7% | 88.4% |
| GPT-5.2 | 85.8% | 86.0% |
| Kimi K2.5 | 83.2% | 87.4% |
| LFM3-VL-2B | 62.8% | 69.0% |
| Qwen3.5 397B | 83.7% | 87.5% |
| Qwen3.6-35B-A3B | 82.5% | 86.6% |