Refusal Detection on Alpaca + XSTest (val) benchmark leaderboard · SOTA2 Research

Refusal Detection on Alpaca + XSTest (val)

0.988AUROCwopt

Evaluation Results

Method	Links
wopt2026.04		0.988	83.4
theta two-class2026.04		0.988	81.5
wopt2026.04		0.987	83.6
wLDA2026.04		0.987	83.3
wopt2026.04		0.987	84
wopt2026.04		0.981	71.8
wopt2026.04		0.979	79.4
wLDA2026.04		0.975	65.4
wLDA2026.04		0.974	65.7
wopt2026.04		0.974	75.4
theta two-class2026.04		0.966	52.5
theta two-class2026.04		0.966	54.2
wLDA2026.04		0.964	64.2
wLDA2026.04		0.961	53
wLDA2026.04		0.958	57.5
theta two-class2026.04		0.945	36
theta two-class2026.04		0.915	45.7
theta two-class2026.04		0.902	42.2
theta-norm2026.04		0.77	0.1
wPC12026.04		0.76	2.2
theta-norm2026.04		0.758	0.3
Random2026.04		0.694	2.7
Random2026.04		0.691	2.7
theta-norm2026.04		0.679	0.3
Random2026.04		0.675	3.3
Perplexity2026.04		0.667	0.1
theta-norm2026.04		0.661	0.3
Perplexity2026.04		0.618	0.3
Perplexity2026.04		0.611	0.3
Perplexity2026.04		0.609	0
wPC12026.04		0.607	0.3
theta-norm2026.04		0.605	0
Random2026.04		0.604	2.2
theta-norm2026.04		0.602	0
wPC12026.04		0.6	0.3
Random2026.04		0.589	1
Perplexity2026.04		0.589	0.1
Perplexity2026.04		0.584	0.1
wPC12026.04		0.578	0.1
wPC12026.04		0.568	0
wPC12026.04		0.567	0.1
Random2026.04		0.542	2.1