Benchmark
MMMUval Benchmark
What is MMMUval?
Validation set for MMMU (Massive Multi-discipline Multimodal Understanding and Reasoning) benchmark, designed to evaluate multimodal models on massive…
- Released
- 2023-11-27
- Modality
- multimodal
- Evaluates
- multimodal, reasoning, general, healthcare, vision
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 4
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/mmmuval?top_n=500
MMMUval results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Claude Sonnet 4.5 | Anthropic | 0.778 | 2025-09-29 | evidence |
| Qwen2-VL-72B-Instruct | Qwen | 0.645 | 2024-08-29 | evidence |
| Qwen3 VL 235B A22B Instruct | Qwen | 0.787 | 2025-09-22 | evidence |
| Qwen3 VL 235B A22B Thinking | Qwen | 0.806 | 2025-09-22 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.