# SimpleVQA → VideoMMMU

Calibration · https://benchgap.net/calibration/1438 · data retrieved 2026-10-29

VideoMMMU is estimated from SimpleVQA with a Hill curve fitted on 11 models measured on both: y = 0.0000 + (0.8786 − 0.0000)·x^6.00 / (0.34628^6.00 + x^6.00), R² = 0.98, cross-validated error 10.3 pp. It is used for 2 estimates.

| Estimated model | SimpleVQA | VideoMMMU | Source |
|---|---|---|---|
| [Step 3.7 Flash](https://benchgap.net/model/step-3-7-flash.md) | 79.2% | 87.2% | estimated ± 10.3 pp, low confidence |
| [Muse Spark Open](https://benchgap.net/model/muse-spark-open.md) | 73.6% | 86.9% | estimated ± 10.3 pp, low confidence |

## Fitted on

| Model | SimpleVQA | VideoMMMU |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 65.7% | 84.4% |
| [dots3-note Preview](https://benchgap.net/model/dots3-note-preview.md) | 72.5% | 86.8% |
| [Gemini 3 Pro](https://benchgap.net/model/gemini-3-pro.md) | 73.2% | 87.6% |
| [GPT-5.2](https://benchgap.net/model/gpt-5-2.md) | 55.8% | 85.9% |
| [Kimi K2.5](https://benchgap.net/model/kimi-k2-5.md) | 71.2% | 86.6% |
| [LFM3-VL-2B](https://benchgap.net/model/lfm3-vl-2b.md) | 36.3% | 49.6% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 67.1% | 84.7% |
| [Qwen3.6-27B](https://benchgap.net/model/qwen3-6-27b.md) | 56.1% | 84.4% |
| [Qwen3.6-35B-A3B](https://benchgap.net/model/qwen3-6-35b-a3b.md) | 58.9% | 83.7% |
| [Qwen3.7 Plus](https://benchgap.net/model/qwen3-7-plus.md) | 81.7% | 85.4% |
| [Qwen3.8 Max](https://benchgap.net/model/qwen3-8-max.md) | 75.0% | 88.7% |