Predictive entropy from one model pass predicts both calibration failures and paraphrase sensitivity in medical VLMs, enabling a single threshold to identify problematic outputs.
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Predictive Entropy Links Calibration and Paraphrase Sensitivity in Medical Vision-Language Models
Predictive entropy from one model pass predicts both calibration failures and paraphrase sensitivity in medical VLMs, enabling a single threshold to identify problematic outputs.