Multimodal
MMMU
Tests the AI on understanding images and text together across many college subjects. Higher is better.
Rankings
Higher is betterMMMU — frequently asked questions
- What is MMMU?
- Tests the AI on understanding images and text together across many college subjects. Higher is better.
- Which AI model scores highest on MMMU?
- Qwen3.5 by Qwen holds the best MMMU result among tracked models, at 85% (released Feb 16 2026). Higher scores are better on this benchmark.
- What are the top 5 models on MMMU?
- 1. Qwen3.5 (Qwen) — 85%; 2. Qwen3.6 (Qwen) — 81.7%; 3. Gemini 3.0 Pro (Google) — 81%; 4. Muse Spark (Meta) — 80.4%; 5. GPT-5.1 (OpenAI) — 76%.
- How many models have a published MMMU score?
- 7 tracked models have a published MMMU score. Scores are the figures reported by each lab at that model's release, so this page is a record of results over time rather than a re-run leaderboard.
- What is the best open model on MMMU?
- Qwen3.5 by Qwen is the highest-ranked model with downloadable weights on MMMU, scoring 85% at rank 1 overall.