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Anthropic HH-RLHF dataset and benchmarks · SOTA2 Research

Research Datasets

Anthropic HH-RLHF

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Helpfulness alignment

Anthropic hh-rlhf

3.36Gold Reward

14

Preference Alignment

Anthropic-hh-rlhf (test)

5.83LLM-as-a-Judge Helpful Score

12

Reward Modeling

Anthropic/hh-rlhf HH-helpful core250

0.292Delta RM

6

Response Diversity

Anthropic HH-RLHF

82.5Preference Coverage

6

Anthropic HH-RLHF 2022 (test)

62Win Rate

4

Preference Learning

Anthropic HH-RLHF+VI Preference (test)

64Overall Accuracy

3

Popular tasks

Reward Modeling Preference Alignment Preference Learning LLM Alignment Helpfulness alignment

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