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Evidence-Order Calibration for Selective Visual Reasoning under Progressive Loss of Question-Critical Evidence

Evidence-Order Calibration for Selective Visual Reasoning under Progressive Loss of Question-Critical EvidenceNEW⭐9

📅 7小时前👁 8 views

A lightweight reliability head with evidence-order supervision improves selective visual reasoning in VLMs, reducing monotonicity violations under progressive m...