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News/PSF-Med: Measuring and Explaining Paraphrase Sensitivity in Medical Vision Language Models
arxiv
PublishedApril 14, 2026 at 4:00 AM

PSF-Med: Measuring and Explaining Paraphrase Sensitivity in Medical Vision Language Models

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arXiv:2602.21428v2 Announce Type: replace-cross Abstract: Medical Vision Language Models (VLMs) can change their answers when clinicians rephrase the same question, a failure mode that threatens deployment safety. We introduce PSF-Med, a benchmark of 26,850 chest X-ray questions paired with 92,856 m

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