ResearchBenchmarksJailbreak Detection on Jailbreak Prompts (test)Follow98.1Jailbreak Success RatePCA-HMM96.95697.25397.5597.847May 12, 2026Evaluation ResultsMethodMethodLinksJailbreak Success RateRecovery RatePCA-HMMModel=Llama-3.1-8B, Di...Model=Llama-3.1-8B, Diagnostic Method=PCA-HMM, Input Scope=User-window2026.0598.194.4PCA-HMMModel=Mistral-7B, Diag...Model=Mistral-7B, Diagnostic Method=PCA-HMM, Input Scope=User-window2026.059789.8PCA-HMMModel=OLMo3-7B, Diagno...Model=OLMo3-7B, Diagnostic Method=PCA-HMM, Input Scope=User-window2026.059794.5