Safety Evaluation on HarmBench, StrongReject, WildJailbreak, XSTest Suite benchmark leaderboard · SOTA2 Research

Safety Evaluation on HarmBench, StrongReject, WildJailbreak, XSTest Suite

68.44HarmBench ScoreInitial

Evaluation Results

Method	Links
Initial2026.01		68.44	66.45	52.8	5.2	48.22
SafePath2026.01		67.61	60.06	52.8	4.4	46.22
SafeKey2026.01		60.96	48.88	52.75	18.4	45.25
SafeChain2026.01		58.64	72.84	49.6	0	45.2
STAR-12026.01		56.64	38.02	50.6	22.4	41.92
SafePath2026.01		54.15	36.42	49.3	1.2	35.27
Initial2026.01		52.66	36.1	51.1	1.2	35.27
SafeChain2026.01		47.34	57.51	43.85	1.6	37.58
SafeKey2026.01		46.84	18.21	48.85	8.8	30.68
DirectRefusal2026.01		43.85	11.82	36.3	83.6	43.89
SafeChain2026.01		43.69	41.21	39.65	2	31.64
SafeChain2026.01		41.2	38.95	36.42	1.2	29.44
THINKSAFE2026.01		40.37	33.87	37.95	6.4	29.65
DirectRefusal2026.01		38.54	5.75	35.75	61.6	35.41
Initial2026.01		38.21	8.31	43	0.8	22.58
SafePath2026.01		37.71	7.35	42.45	1.6	22.28
STAR-12026.01		37.38	7.67	46.6	10.8	25.61
SafePath2026.01		35.22	6.71	39.45	1.2	20.64
Initial2026.01		35.05	4.47	38.35	0.4	19.57
STAR-12026.01		33.72	5.75	35.15	6.8	20.36
DirectRefusal2026.01		33.06	3.19	36.2	32	29.8
SafeKey2026.01		32.39	3.19	32.95	0.8	17.33
THINKSAFE2026.01		28.74	9.58	29.2	2	17.38
SafeKey2026.01		26.91	4.79	28.8	8.8	17.33
DirectRefusal2026.01		24.42	1.92	28.05	37.6	23
STAR-12026.01		24.42	1.28	29.25	6.8	15.44
THINKSAFE2026.01		9.63	0.32	7.45	2.8	5.05
THINKSAFE2026.01		9.14	0.32	7.35	1.2	4.5