Calibration
Video-MME (with subtitle) → ERQA
ERQA is estimated from Video-MME (with subtitle) with a Hill curve fitted on 7 models measured on both: y = 0.0000 + (1.2000 − 0.0000)·x^6.00 / (0.84086^6.00 + x^6.00), R² = 0.87, cross-validated error 3.9 pp. It is used for 3 estimates.
| Estimated model | Video-MME (with subtitle) | ERQA | Source |
|---|---|---|---|
| MiMo-V2.5 | 87.7% | 67.5% | estimated ± 3.9 pp, medium confidence |
| Qwen3.6-35B-A3B | 86.6% | 65.3% | estimated ± 3.9 pp, medium confidence |
| MiniMax M3 | 85.4% | 62.8% | estimated ± 3.9 pp, medium confidence |