benchgap
Calibration

Video-MME (with subtitle) → DynaMath

DynaMath is estimated from Video-MME (with subtitle) with a linear curve fitted on 7 models measured on both: y = 0.3849·x + 0.5178, R² = 0.82, cross-validated error 2.1 pp. It is used for 1 estimate.

Estimated modelVideo-MME (with subtitle)DynaMathSource
MiniMax M385.4%84.7%estimated ± 2.1 pp, medium confidence

Fitted on

ModelVideo-MME (with subtitle)DynaMath
Claude Opus 4.577.6%79.7%
Gemini 3 Pro88.4%85.1%
GPT-5.286.0%86.8%
Kimi K2.587.4%84.4%
LFM3-VL-2B69.0%79.2%
Qwen3.5 397B87.5%86.3%
Qwen3.6-27B87.7%85.6%