Benchmark
ZeroBench
What is ZeroBench?
Challenging visual reasoning benchmark designed to be impossible for frontier models at release; evaluates complex reasoning over images.
- Evaluates
- multimodal
- Openness
- unknown
- Catalog source
- Model reports
- Reported scores
- 1
ZeroBench code
ZeroBench results and reported scores
Model reports
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Seed2.0 Pro | ByteDance | 12.0 | 2026-02-14 | 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.
Which sources cite ZeroBench?
- DeepSeek-V4.1-Flash DeepSeek, 2026-09-10
- Seed2.0 (Pro / Lite / Mini) ByteDance, 2026-02-14