Benchmark
MMLongBench-Doc
MMLongBench-Doc evaluates long document understanding capabilities in vision-language models.
- Modality
- image
- Categories
- long_context, multimodal, vision
- Openness
- unknown
- Source
- llm_stats
- Reported scores
- 5
Reported scores
llm_stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Qwen3 VL 235B A22B Thinking | Qwen | 0.562 | 2025-09-22 | evidence |
| Qwen3.5-122B-A10B | Qwen | 0.59 | 2026-02-24 | evidence |
| Qwen3.5-27B | Qwen | 0.602 | 2026-02-24 | evidence |
| Qwen3.5-35B-A3B | Qwen | 0.595 | 2026-02-24 | evidence |
| Qwen3.6 Plus | Qwen | 0.62 | 2026-04-02 | 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.