# Video-MME (with subtitle) → ERQA

Calibration · https://benchgap.net/calibration/1628 · data retrieved 2026-10-29

ERQA is estimated from Video-MME (with subtitle) with a offset logistic curve fitted on 8 models measured on both: y = 0.4739 + (0.8660 − 0.4739) / (1 + exp(−47.23·(x − 0.8776))), R² = 0.97, cross-validated error 2.9 pp. It is used for 3 estimates.

| Estimated model | Video-MME (with subtitle) | ERQA | Source |
|---|---|---|---|
| [MiMo-V2.5](https://benchgap.net/model/mimo-v2-5.md) | 87.7% | 66.7% | estimated ± 2.9 pp, high confidence |
| [Qwen3.6-35B-A3B](https://benchgap.net/model/qwen3-6-35b-a3b.md) | 86.6% | 61.8% | estimated ± 2.9 pp, high confidence |
| [MiniMax M3](https://benchgap.net/model/minimax-m3.md) | 85.4% | 57.1% | estimated ± 2.9 pp, high confidence |

## Fitted on

| Model | Video-MME (with subtitle) | ERQA |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 77.6% | 46.8% |
| [Gemini 3 Pro](https://benchgap.net/model/gemini-3-pro.md) | 88.4% | 70.5% |
| [GPT-5.2](https://benchgap.net/model/gpt-5-2.md) | 86.0% | 59.8% |
| [LFM3-VL-2B](https://benchgap.net/model/lfm3-vl-2b.md) | 69.0% | 48.2% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 87.5% | 67.5% |
| [Qwen3.6-27B](https://benchgap.net/model/qwen3-6-27b.md) | 87.7% | 62.5% |
| [Qwen3.7 Plus](https://benchgap.net/model/qwen3-7-plus.md) | 88.0% | 69.8% |
| [Qwen3.8 Max](https://benchgap.net/model/qwen3-8-max.md) | 90.4% | 77.8% |