ResearchBenchmarksFine-grained Safety Control on CoSApien Allowed instructionsFollow88Accuracy (GD)PALETTE44.3255.666778.34May 22, 2026Evaluation ResultsMethodMethodLinksAccuracy (GD)Accuracy (AB)Accuracy (PP)Average UtilityPALETTEBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.058810088.20.353CASTBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.058282.284.30.326AutoDANBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.054810068.60.168BaseBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.054610066.70.365