Calibration

Video-MME (with subtitle) → AI2D_TEST

Name: benchgap: LLM benchmark scores, measured and estimated
Creator: benchgap

AI2D_TEST is estimated from Video-MME (with subtitle) with a Michaelis–Menten + offset curve fitted on 6 models measured on both: y = 0.2534 + 2.0000·x / (1.71462 + x), R² = 0.80, cross-validated error 1.3 pp. It is used for 1 estimate.

Estimated model	Video-MME (with subtitle)	AI2D_TEST	Source
MiniMax M3	85.4%	91.8%	estimated ± 1.3 pp, medium confidence