benchgap
Calibration

Video-MME (w/o subtitle) → AI2D_TEST

AI2D_TEST is estimated from Video-MME (w/o subtitle) with a Michaelis–Menten + offset curve fitted on 7 models measured on both: y = 0.5598 + 2.0000·x / (3.82223 + x), R² = 0.50, cross-validated error 2.5 pp. It is used for 0 estimates.

Fitted on

ModelVideo-MME (w/o subtitle)AI2D_TEST
Claude Opus 4.581.4%87.7%
Gemini 3 Pro87.7%94.1%
GPT-5.285.8%92.2%
Kimi K2.583.2%90.8%
Nemotron 3 Nano Omni 30B A3B72.2%88.5%
Qwen3.5 397B83.7%93.9%
Qwen3.6-35B-A3B82.5%92.7%