# VideoMMMU → MLVU (M-Avg)

Calibration · https://benchgap.net/calibration/1643 · data retrieved 2026-10-29

MLVU (M-Avg) is estimated from VideoMMMU with a linear curve fitted on 10 models measured on both: y = 0.4058·x + 0.5111, R² = 0.80, cross-validated error 2.8 pp. It is used for 0 estimates.

## Fitted on

| Model | VideoMMMU | MLVU (M-Avg) |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 84.4% | 81.7% |
| [Gemini 3 Pro](https://benchgap.net/model/gemini-3-pro.md) | 87.6% | 83.0% |
| [GPT-5.2](https://benchgap.net/model/gpt-5-2.md) | 85.9% | 85.6% |
| [Kimi K2.5](https://benchgap.net/model/kimi-k2-5.md) | 86.6% | 85.0% |
| [LFM3-VL-2B](https://benchgap.net/model/lfm3-vl-2b.md) | 49.6% | 71.3% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 84.7% | 86.7% |
| [Qwen3.6-27B](https://benchgap.net/model/qwen3-6-27b.md) | 84.4% | 86.6% |
| [Qwen3.6-35B-A3B](https://benchgap.net/model/qwen3-6-35b-a3b.md) | 83.7% | 86.2% |
| [Qwen3.7 Plus](https://benchgap.net/model/qwen3-7-plus.md) | 85.4% | 87.4% |
| [Qwen3.8 Max](https://benchgap.net/model/qwen3-8-max.md) | 88.7% | 90.8% |