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Author

Yang Zhang

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Review Jul 2026

Do Pathology Vision-Language Models Truly See Pathology?

Results show that current pathology VLMs still exhibit a substantial gap between answer-side performance and visual-semantic binding, and this work presents PathBind, a benchmark comprising 2,600 samples that undergoes task-specific automated filtering and expert review to reduce textual shortcuts and improve entity-re...

Cheng-Yang Zhang, Wen-Chuan Zhang, Bo Li et al. · 3 citations

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