ResearchBenchmarksFine-grained Safety Control on CoSApien Disallowed instructionsFollow97.9Response Accuracy (GD)Base19.940.1560.480.65May 22, 2026Evaluation ResultsMethodMethodLinksResponse Accuracy (GD)Response Accuracy (AB)Response Accuracy (PP)Average UtilityBaseBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.0597.934.51000.365AutoDANBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.0595.8311000.168PALETTEBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.0595.886.21000.353CASTBase Model=LLaMA2-7B-ChatBase Model=LLaMA2-7B-Chat2026.0522.970.747.90.326