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News/MIRA-Ev:A Benchmark for Granular Evidence Detection and Relational Reasoning in Clinical Exams
arxiv
PublishedJuly 22, 2026 at 4:00 AM
—neutral

MIRA-Ev:A Benchmark for Granular Evidence Detection and Relational Reasoning in Clinical Exams

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arXiv:2607.19201v1 Announce Type: cross Abstract: Clinical NLP evaluation remains dominated by multiple-choice question answering (MCQA), which scores only final-answer accuracy and cannot detect when a model reaches the correct diagnosis while grounding it in irrelevant, absent, or contradictory ev

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