Benchmark
MLVU
A comprehensive benchmark for multi-task long video understanding that evaluates multimodal large language models on videos ranging from 3 minutes to 2…
- Modality
- multimodal
- Categories
- long_context, multimodal, video, vision
- Openness
- unknown
- Source
- llm_stats
- Reported scores
- 10
Reported scores
llm_stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Qwen2.5 VL 7B Instruct | Qwen | 0.702 | 2025-01-26 | evidence |
| Qwen3 VL 235B A22B Instruct | Qwen | 0.843 | 2025-09-22 | evidence |
| Qwen3 VL 235B A22B Thinking | Qwen | 0.838 | 2025-09-22 | evidence |
| Qwen3.5-122B-A10B | Qwen | 0.873 | 2026-02-24 | evidence |
| Qwen3.5-27B | Qwen | 0.859 | 2026-02-24 | evidence |
| Qwen3.5-35B-A3B | Qwen | 0.856 | 2026-02-24 | evidence |
| Qwen3.6 Plus | Qwen | 0.867 | 2026-04-02 | evidence |
| Qwen3.6-27B | Qwen | 0.866 | 2026-04-21 | evidence |
| Qwen3.6-35B-A3B | Qwen | 0.862 | 2026-04-16 | evidence |
| Qwen3.7-Plus | Qwen | 0.874 | 2026-05-31 | 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.