benchgap
Calibration

ScreenSpot Pro → SimpleVQA

SimpleVQA is estimated from ScreenSpot Pro with a Hill curve fitted on 5 models measured on both: y = 1.0000 + (0.0000 − 1.0000)·x^6.00 / (0.97887^6.00 + x^6.00), R² = 0.55, cross-validated error 5.7 pp. It is used for 13 estimates.

Estimated modelScreenSpot ProSimpleVQASource
Claude Opus 4.545.7%99.0%estimated ± 5.7 pp, low confidence
Claude Opus 4.683.1%72.8%estimated ± 5.7 pp, low confidence
Claude Opus 4.887.9%65.6%estimated ± 5.7 pp, low confidence
Gemini 3 Pro72.7%85.6%estimated ± 5.7 pp, low confidence
GPT-6 Astra92.7%58.1%estimated ± 5.7 pp, low confidence
Holo2-235B-A22B70.6%87.7%estimated ± 5.7 pp, low confidence
Holo2-30B-A3B66.1%91.3%estimated ± 5.7 pp, low confidence
Holo2-4B57.2%96.2%estimated ± 5.7 pp, low confidence
Holo2-8B58.9%95.5%estimated ± 5.7 pp, low confidence
Muse Glimmer 30B75.4%82.7%estimated ± 5.7 pp, low confidence
Nemotron 3 Nano Omni 30B A3B57.8%95.9%estimated ± 5.7 pp, low confidence
Qwen3.5 397B65.6%91.7%estimated ± 5.7 pp, low confidence
Qwen3.6 Plus68.2%89.7%estimated ± 5.7 pp, low confidence