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Papers Benchmarks Datasets Tasks

Violation Detection research benchmarks · SOTA2 Research

Violation Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PolicyGuardBench

LLAMA-3.3-70B-INSTRUCT

88.83Safety F1

30

May 20, 2026

WildGuard (test)

GuardReasoner-8B

89.17Safety F1

7

May 19, 2026

96.44Safety F1

7

May 19, 2026

StepShield (main)

ConstraintGuard

18EIR

4

Feb 26, 2026

73 real DPA enforcement decisions V4

28Fires

2

Jun 4, 2026

Popular datasets

HarmBench WildGuard StepShield PolicyGuardBench DPA enforcement decisions

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