benchgap
Calibration

MathVision → BabyVision

BabyVision is estimated from MathVision with a linear curve fitted on 5 models measured on both: y = 4.1091·x + -3.0756, R² = 0.96, cross-validated error 4.3 pp. It is used for 14 estimates.

Estimated modelMathVisionBabyVisionSource
Claude Opus 4.574.3%0.0%estimated ± 4.3 pp, low confidence
Gemini 3 Pro86.6%48.3%estimated ± 4.3 pp, low confidence
Gemma 4 12B79.7%19.9%estimated ± 4.3 pp, low confidence
GPT-5.283.0%33.5%estimated ± 4.3 pp, low confidence
Kimi K2.687.4%51.6%estimated ± 4.3 pp, low confidence
Kimi K394.3%79.9%estimated ± 4.3 pp, medium confidence
Qwen3.5-122B-A10B86.2%46.6%estimated ± 4.3 pp, low confidence
Qwen3.5-27B86.0%45.8%estimated ± 4.3 pp, low confidence
Qwen3.5-35B-A3B83.9%37.2%estimated ± 4.3 pp, low confidence
Qwen3.5 397B88.6%56.5%estimated ± 4.3 pp, medium confidence
Qwen3.6 Plus88.0%54.0%estimated ± 4.3 pp, medium confidence
Qwen3.7 Plus90.3%63.5%estimated ± 4.3 pp, medium confidence
Qwen3.8-Flash-Next90.6%64.7%estimated ± 4.3 pp, medium confidence
Qwen3.8-Omni-Flash91.8%69.7%estimated ± 4.3 pp, medium confidence