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Safety & Helpfulness Evaluation research benchmarks · SOTA2 Research

Safety & Helpfulness Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

95.1Safety Score

32

Jun 4, 2026

COPSD (Standard)

87.17Safety Score

32

Jun 4, 2026

0.2Harm Rate

29

Mar 24, 2026

84.41Safety Score

18

Apr 21, 2026

88.71Safety Score

18

Apr 21, 2026

92.03Safety Score

18

Apr 21, 2026

PPO SafeSearch w/o qr. & hf.

0.3Harm Rate

15

Mar 24, 2026

GRPO SafeSearch

1HarmR

15

Mar 24, 2026

74.8XSTest Score

11

Feb 26, 2026

Phone-Harm Harm-150

0.4HR

8

Apr 13, 2026

Popular datasets

XSTest BeaverTails StrongREJECT VLGuard SPA-VL

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