Benchmark

ZeroBench

Measures: 100 hand-built, adversarially filtered visual reasoning questions (plus 334 subquestions) that were designed to be impossible for multimodal models at release; each question is sampled 5 times and scored by pass@5, pass^5 (all 5 right) and mean pass@1.

Maintainer
Jonathan Roberts et al. (maintained by Jonathan Roberts)
Introduced
2025
Status
Active
Saturation
Headroom
Typical provenance
Mixed
In scoring set
Yes

PaperOfficial leaderboard

Every result we hold, whoever ran it. Only independent and third-party rows count towards a score.

No results to show.

ZeroBench: leaderboard and what it measures · supermarket.dev