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Refusal Detection research benchmarks · SOTA2 Research

Refusal Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Alpaca + XSTest (val)

0.988AUROC

42

Apr 23, 2026

WILDGUARD (test)

94F1 (Harmful)

14

Feb 26, 2026

Do-Not-Answer Portuguese (test)

gov.pt baseline

100Accuracy

9

Mar 4, 2026

XSTEST-RESP (full)

98.1RR (F1)

9

Feb 26, 2026

XSTest Refusal OOD (test)

ACS Refusal Probe

100MC Recall

7

May 12, 2026

JailbreakBench Refusal OOD (test)

ACS Refusal Probe

100MC Recall

7

May 12, 2026

Popular datasets

XSTest JailbreakBench WildGuard Do-Not-Answer Alpaca + XSTest

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