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Safety violation detection research benchmarks · SOTA2 Research

Safety violation detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CAMMA-MVOR Synthetic

Ours (FT, Ensemble)

98.4Accuracy (Common)

6

May 1, 2026

SafetyDrift traces (test)

94.7Detection Rate

5

Mar 31, 2026

Popular datasets

SafetyDrift traces CAMMA-MVOR

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