benchgap
Calibration

SimpleVQA → ScreenSpot Pro

ScreenSpot Pro is estimated from SimpleVQA with a offset logistic curve fitted on 5 models measured on both: y = 0.8505 + (0.0000 − 0.8505) / (1 + exp(−28.00·(x − 0.9089))), R² = 0.97, cross-validated error 2.5 pp. It is used for 6 estimates.

Estimated modelSimpleVQAScreenSpot ProSource
dots3-note Preview72.5%84.6%estimated ± 2.5 pp, medium confidence
Grok 4.2057.4%85.0%estimated ± 2.5 pp, low confidence
LFM2.5-VL-3B35.4%85.1%estimated ± 2.5 pp, low confidence
Qwen3.6-27B56.1%85.0%estimated ± 2.5 pp, low confidence
Qwen3.6-35B-A3B58.9%85.0%estimated ± 2.5 pp, low confidence
Step 3.7 Flash79.2%81.9%estimated ± 2.5 pp, medium confidence