MMMU Pro A
AI benchmark · Knowledge
Latest from Vals AI on X
@ValsAI ↗What is MMMU Pro?
Multimodal Multi-task Benchmark
Tier A
A
Widely used: a lab reports it, or 50 or more models are scored on it.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- 89 models scored
- in curated RL directories (2 pts)
On X · well regarded, low buzz, from 4 posts about MMMU Pro in the last month
MMMU-Pro is cited as a standard visual reasoning benchmark in model comparisons and leaderboards, though one preprint frames it as a response to saturation.
How we got to tier A
- Adoption: 89 models scored. Tier A.
- On X: well regarded, low buzz. “MMMU-Pro is cited as a standard visual reasoning benchmark in model comparisons and leaderboards, though one preprint frames it as a response to saturation.” No move.
- In curated RL directories: 2 points, a floor of C.
- Not yet confirmed by a line from its own site or paper.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Not on the map yet: no line from its own site or paper places it in a domain.
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.