ResearchBenchmarksOver-Refusal Evaluation on Benign prompt datasetFollow17Over-Refusal RateBase13.6836.0958.580.91Apr 17, 2026Evaluation ResultsMethodMethodLinksOver-Refusal RateBaseModel=LLaVA-v1.6-Mistr...Model=LLaVA-v1.6-Mistral-7B2026.0417BeamModel=LLaVA-v1.6-Mistr...Model=LLaVA-v1.6-Mistral-7B2026.0426.3SafetyModel=LLaVA-v1.6-Mistr...Model=LLaVA-v1.6-Mistral-7B2026.0466.3CBModel=LLaVA-v1.6-Mistr...Model=LLaVA-v1.6-Mistral-7B2026.04100