Benchmark
WorldVQA Benchmark
What is WorldVQA?
WorldVQA is a benchmark designed to evaluate atomic vision-centric world knowledge. It assesses models' ability to understand and reason about visual elements…
- Modality
- multimodal
- Evaluates
- multimodal, reasoning, vision
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 5
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/worldvqa?top_n=500
WorldVQA results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Kimi K2.5 | Moonshot AI | 0.463 | 2026-01-27 | evidence |
| Kimi K3 | Moonshot AI | 0.51 | 2026-07-16 | evidence |
| Qwen3.7-Plus | Qwen | 0.611 | 2026-05-31 | evidence |
| Seed 2.1 Pro | ByteDance | 0.53 | 2026-06-24 | evidence |
| Seed 2.1 Turbo | ByteDance | 0.486 | 2026-06-24 | 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.