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Safety and Informativeness Evaluation research benchmarks · SOTA2 Research

Safety and Informativeness Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PKU-SafeRLHF (test)

85.3Drugs & Weapons Safety Score

6

Jun 2, 2026

75Deception Rate (Safe)

4

Jun 2, 2026

HarmfulQA Social science

90Safety Score

4

Jun 2, 2026

HarmfulQA Science and Technology

95Safety Score

4

Jun 2, 2026

HarmfulQA Philosophy and Ethics

80Safety Score

4

Jun 2, 2026

HarmfulQA Mathematics and Logic

76.7Safety Score

4

Jun 2, 2026

HarmfulQA Literature and Language

100Safety Score

4

Jun 2, 2026

HarmfulQA History and Culture

90Safety Score

4

Jun 2, 2026

HarmfulQA Health and Medicine

85Safety Score

4

Jun 2, 2026

HarmfulQA Geography and Environment

95Safety Rate

4

Jun 2, 2026

HarmfulQA Education and Pedagogy

100Safety Score

4

Jun 2, 2026

HarmfulQA Business and Economic

91Safety Rate

4

Jun 2, 2026

Popular datasets

HARMFULQA PKU-SafeRLHF OrBench

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