WorldVQA
Progress Over Time
Interactive timeline showing model performance evolution on WorldVQA
WorldVQA Leaderboard
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Alibaba Cloud / Qwen Team | — | — | — | ||
| 2 |  ByteDance | — | — | — | ||
| 3 |  Moonshot AI | 2.8T | 1.0M | $3.00 / $15.00 | ||
| 4 | ByteDance | — | — | — | ||
| 5 | Moonshot AI | 1.0T | — | — |
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 representing real-world knowledge.
WorldVQA is a multimodal benchmark evaluating models on multimodal, reasoning, and vision tasks. LLM Stats tracks 5 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.6.
Compare leaders on the best AI for multimodal, best AI for reasoning and best AI for vision leaderboards.
Current leaders
Qwen3.7-Plus from Alibaba Cloud / Qwen Team currently leads the WorldVQA leaderboard with a score of 0.611 across 5 evaluated AI models.
FAQ
Common questions about the WorldVQA benchmark and leaderboard.