Benchmark

PerceptionBench

PerceptionBench is Moonshot AI's internal benchmark for evaluating atomic visual perception capabilities.

Modality
multimodal
Categories
multimodal, reasoning, vision
Openness
unknown
Source
llm_stats
Reported scores
2

Reported scores

llm_stats

ModelOrganizationReported valueReportedEvidence
Kimi K3Moonshot AI0.5852026-07-16evidence
Qwen3.8 MaxQwen0.6352026-08-02evidence

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.