BenchmarksMultimodal
MMMU-Pro
The harder MMMU-Pro multimodal reasoning benchmark (college-level subject tasks with text and images); the variant current frontier models report.
MultimodalaccuracyHigher is better
What this benchmark measures
The harder MMMU-Pro multimodal reasoning benchmark (college-level subject tasks with text and images); the variant current frontier models report.
Rows on this page are sourced from public benchmark artifacts, leaderboard exports, or source-linked model reports. Each row keeps benchmark version, source model name, and available run details attached to the score.
The metric shown here is accuracy. It should be interpreted within MMMU-Pro, not compared as part of a site-wide ranking.
What to be careful about
Preserve multimodal prompt packaging and image handling as run context.
No composite ranking
evals.report never combines benchmarks. accuracy on MMMU-Pro is its own number — don’t average it with other metrics.