# ScreenSpot Pro → MLVU (M-Avg)

Calibration · https://benchgap.net/calibration/1415 · data retrieved 2026-10-29

MLVU (M-Avg) is estimated from ScreenSpot Pro with a linear curve fitted on 6 models measured on both: y = 0.3231·x + 0.6178, R² = 0.48, cross-validated error 7.6 pp. It is used for 5 estimates.

| Estimated model | ScreenSpot Pro | MLVU (M-Avg) | Source |
|---|---|---|---|
| [GPT-6 Astra](https://benchgap.net/model/gpt-6-astra.md) | 92.7% | 91.7% | estimated ± 7.6 pp, low confidence |
| [Holo2-235B-A22B](https://benchgap.net/model/holo2-235b-a22b.md) | 70.6% | 84.6% | estimated ± 7.6 pp, low confidence |
| [Holo2-30B-A3B](https://benchgap.net/model/holo2-30b-a3b.md) | 66.1% | 83.1% | estimated ± 7.6 pp, low confidence |
| [Holo2-8B](https://benchgap.net/model/holo2-8b.md) | 58.9% | 80.8% | estimated ± 7.6 pp, low confidence |
| [Holo2-4B](https://benchgap.net/model/holo2-4b.md) | 57.2% | 80.3% | estimated ± 7.6 pp, low confidence |

## Fitted on

| Model | ScreenSpot Pro | MLVU (M-Avg) |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 45.7% | 81.7% |
| [Gemini 3 Pro](https://benchgap.net/model/gemini-3-pro.md) | 72.7% | 83.0% |
| [LFM3-VL-2B](https://benchgap.net/model/lfm3-vl-2b.md) | 55.5% | 71.3% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 65.6% | 86.7% |
| [Qwen3.7 Plus](https://benchgap.net/model/qwen3-7-plus.md) | 79.0% | 87.4% |
| [Qwen3.8 Max](https://benchgap.net/model/qwen3-8-max.md) | 84.5% | 90.8% |