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OmniPathoVQA: Benchmarking pathology vision-language models with Encyclopedia-scale knowledge

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Pathology vision-language models (VLMs) are promising for building the clinical decision support systems. However, a key barrier to real-world clinical deployment lies in the lack of rigorous and clinically meaningful model evaluation. Existing pathology visua... ...