Safety Evaluation on HarmBench and SafeChain (Safety-Tuned) benchmark leaderboard · SOTA2 Research

Safety Evaluation on HarmBench and SafeChain (Safety-Tuned)

2.41Safety-Tuned ScoreLED

Evaluation Results

Method	Links
LED2026.01		2.41	0.36	4.59
Task Arithmetic2026.01		2.31	0.4	4.66
Linear2026.01		2.08	0.31	4.57
Ties2026.01		1.95	0.02	4.86
Reasoning2026.01		1.91	0.46	4.61
FuseLLM2026.01		1.73	4.46	4.46
Reasoning2026.01		1.72	4.64	4.64
LED2026.01		1.57	4.6	4.6
DARE2026.01		1.54	0	4.86
Task Arithmetic2026.01		1.4	4.79	4.79
TIES2026.01		1.32	4.81	4.81
Linear2026.01		1.28	4.59	4.59
DARE2026.01		1.28	4.6	4.6
Safety2026.01		1.2	4.83	4.83
ReasonAny2026.01		1.2	4.8	4.8
ReasonAny2026.01		1.19	0.08	4.86
Safety2026.01		1.18	0.08	4.9
FuseLLM2026.01		0.87	0.01	4.54