ResearchBenchmarksVisual Question Answering on PathVQA ClosedVisual Question Answering on PathVQA ClosedFollow0.93Token RecallCLARE0.8780.89150.9050.9185Aug 24, 2025Evaluation resultsMethodMethodLinksToken RecallToken F1CLAREBackbone=Qwen2-vlBackbone=Qwen2-vl2025.080.93—MMed-RAGBackbone=LLaVA-MedBackbone=LLaVA-Med2025.080.92—LLaVA-MedBackbone=VicunaBackbone=Vicuna2025.080.92—LLaVA-MedBackbone=LLaVABackbone=LLaVA2025.080.91—LLaVA-MedBackbone=BioMedCLIPBackbone=BioMedCLIP2025.080.91—CLAREBackbone=PixtralBackbone=Pixtral2025.080.9—BiomedGPT-B2025.080.88—