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Helpfulness research benchmarks · SOTA2 Research

Helpfulness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

90Alpaca Eval (%)

42

Jul 7, 2026

Curriculum-RLAIF

97Average Win Rate

21

Apr 21, 2026

90.71Accuracy

20

Mar 4, 2026

89.7Accuracy

20

Mar 4, 2026

75.15Accuracy

20

Mar 4, 2026

6.64Accuracy

20

Mar 4, 2026

8.75Gemini Score

16

Jun 9, 2026

PKU-SafeRLHF 30K

84.5Win Rate

6

Mar 5, 2026

GPT-4 Evaluation Template T2 (overall)

91.6Win Rate

5

Mar 5, 2026

Template T3 GPT-4 evaluation (test)

91.62Win Rate

5

Mar 5, 2026

2.542Reward

4

Feb 26, 2026

Popular datasets

HH-RLHF GSM8K Helpfulness AdvGLUE PKU-SafeRLHF

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