benchgap
Calibration

VideoMMMU → Video-MME (w/o subtitle)

Video-MME (w/o subtitle) is estimated from VideoMMMU with a Michaelis–Menten + offset curve fitted on 7 models measured on both: y = 0.1866 + 2.0000·x / (1.75852 + x), R² = 0.96, cross-validated error 2.3 pp. It is used for 0 estimates.

Fitted on

ModelVideoMMMUVideo-MME (w/o subtitle)
Claude Opus 4.584.4%81.4%
Gemini 3 Pro87.6%87.7%
GPT-5.285.9%85.8%
Kimi K2.586.6%83.2%
LFM3-VL-2B49.6%62.8%
Qwen3.5 397B84.7%83.7%
Qwen3.6-35B-A3B83.7%82.5%