Jailbreak Detection on Jailbreak Detection Evaluation Set (combined) benchmark leaderboard · SOTA2 Research

Jailbreak Detection on Jailbreak Detection Evaluation Set (combined)

0.895AccuracyKCD

Evaluation Results

Method	Links
KCD2025.12		0.895	0.975	0.155	0.9	0.926	0.924
MCD2025.12		0.891	0.952	0.17	0.892	0.962	0.96
MCD2025.12		0.887	0.975	0.201	0.891	0.95	0.94
KCD2025.12		0.884	0.976	0.208	0.922	0.925	0.922
MCD2025.12		0.88	0.96	0.2	0.916	0.96	0.959
KCD2025.12		0.877	0.97	0.216	0.898	0.93	0.929
JailDAM (RCS)2025.12		0.845	0.934	0.244	0.858	0.915	0.9
JailDAM (Original)2025.12		0.717	0.706	0.271	0.714	0.789	0.826
JailGuard2025.12		0.692	0.6	0.216	0.661	0.762	0.775
GradSafe2025.12		0.691	0.929	0.547	0.749	0.802	0.795
HiddenDetect2025.12		0.625	0.687	0.571	0.812	0.759	0.784
K-Means2025.12		0.623	0.974	0.729	0.721	0.598	0.62
Logistic2025.12		0.598	0.376	0.18	0.483	0.617	0.668