ResearchBenchmarksJailbreak Detection on Roleplay (Det., AUC)Jailbreak Detection on Roleplay (Det., AUC)Follow100Detection RateLCF60.4870.748191.26Apr 27, 2026Evaluation resultsMethodMethodLinksDetection RateAUCLCFModel Architecture=Qwe...Model Architecture=Qwen2.5-7B2026.041000.968LCFModel Architecture=Qwe...Model Architecture=Qwen2.5-14B2026.041000.979LCFModel Architecture=Gem...Model Architecture=Gemma-22026.04940.923LCFModel Architecture=Lla...Model Architecture=Llama-32026.04620.896