PMC-VQA
Progress Over Time
Interactive timeline showing model performance evolution on PMC-VQA
State-of-the-art frontier
Open
Proprietary
PMC-VQA Leaderboard
3 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Alibaba Cloud / Qwen Team | 122B | — | — | ||
| 2 | Alibaba Cloud / Qwen Team | 27B | 262K | $0.30 / $2.40 | ||
| 3 | Alibaba Cloud / Qwen Team | 35B | — | — |
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What is PMC-VQA?
A medical visual question answering benchmark built on biomedical literature and medical figures.
PMC-VQA is a multimodal benchmark evaluating models on multimodal, reasoning, healthcare, and vision tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.6.
Compare leaders on the best AI for multimodal, best AI for reasoning, best AI for healthcare and best AI for vision leaderboards.
Current leaders
Qwen3.5-122B-A10B from Alibaba Cloud / Qwen Team currently leads the PMC-VQA leaderboard with a score of 0.633 across 3 evaluated AI models.
FAQ
Common questions about the PMC-VQA benchmark and leaderboard.