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Safety Assessment research benchmarks · SOTA2 Research

Safety Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.691MAE

14

Apr 21, 2026

Identity-Robust Generation

0.179Personalization Bias (PB)

9

Feb 26, 2026

Safety Prompts (randomly selected 200 samples per field)

llama2 -> CP -> FT + 0.5 chat vector

1.5Insensitivity Score

9

Feb 26, 2026

Qualitative Assessment Dataset

97.7Not Unsafe Rate (Content Safety)

4

Mar 23, 2026

Popular datasets

StrongREJECT Safety Prompts Safety Qualitative Assessment Dataset

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