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Response Classification research benchmarks · SOTA2 Research

Response Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EXPGUARD (test)

96.7Financial Score

40

Mar 4, 2026

BeaverTails V Text-Image Response

Qwen3Guard-8B-Gen

84.8F1 Score

39

Mar 4, 2026

Aegis Text Response 2.0

86.3F1 Score

32

Mar 4, 2026

Public Safety Benchmarks Response Suite

89.9BeaverT Score

16

Mar 4, 2026

XSTest Text Response

GuardReasoner-8B

98.43F1 Score

16

Feb 27, 2026

Wild Guard Text Response

93.17F1 Score

16

Feb 27, 2026

Generic Response Classification Suite (Aegis2.0, Beavertails, SEval, SafeRLHF, Think, WildG, XSTest)

Qwen3Guard-Gen-4B

86.5Aegis2.0

16

Feb 26, 2026

SEA-SafeguardBench CG Cultural

75.4AUPRC (English)

16

Feb 26, 2026

38 topics Indirect

60.5Pos Score

13

Apr 24, 2026

38 topics Direct

55.3Pos

13

Apr 24, 2026

Qwen3Guard-Gen 8B

97.7AUPRC

9

Feb 26, 2026

SEA-SafeguardBench

Qwen3Guard-Gen 8B

89.7AUPRC

9

Feb 26, 2026

SEA-SafeguardBench English

LlamaGuard-3 8B

92.1AUPRC

9

Feb 26, 2026

94.1F1 Score

5

Jun 1, 2026

Popular datasets

XSTest SEA-SafeguardBench BeaverTails Aegis SafeguardBench

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