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Safe-RLHF dataset and benchmarks · SOTA2 Research

Research Datasets

Safe-RLHF

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Streaming Safety Detection

Safe-RLHF

96.43Det@1

8

Safety Moderation

Safe RLHF AR

92F1 Score

8

Safety Moderation

Safe RLHF EN

93F1 Score

8

Full-response Safety Guardrail Classification

Safe-RLHF (test)

93.2F1 Score

7

Harmful Query Transformation

Safe-RLHF (test)

36Effectiveness

4

Language Model Alignment

Safe RLHF

80.7Win Rate (Helpfulness)

3

Popular tasks

Safety Moderation Harmful Query Transformation Language Model Alignment Streaming Safety Detection Full-response Safety Guardrail Classification

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