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Harmlessness research benchmarks · SOTA2 Research

Harmlessness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Curriculum-RLAIF

96Average Win Rate

21

Apr 21, 2026

99.03Refusal Rate

20

Mar 4, 2026

99Refusal Rate

20

Mar 4, 2026

SafeRLHF Specialist

100Toxigen (%)

17

Feb 26, 2026

PKU-SafeRLHF-30K

87.25Win Rate

6

Mar 5, 2026

GPT-4 Evaluation Template T2 (overall)

89.99Win Rate

5

Mar 5, 2026

Template T3 GPT-4 evaluation (test)

87.5Win Rate

5

Mar 5, 2026

2.772Reward

4

Feb 26, 2026

Popular datasets

ToxiGen HH-RLHF XSTest PKU-SafeRLHF Harmlessness

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