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Papers Benchmarks Datasets Tasks

Policy Violation Detection research benchmarks · SOTA2 Research

Policy Violation Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DynaBench (test)

Activation-Space Whitening

86F1 Score

12

Feb 26, 2026

PhantomPolicy complete benchmark world-model coverage (human-reviewed trace labels)

58True Positives (TP)

5

Apr 15, 2026

PhantomPolicy safe-control original

0.033Violation Rate

5

Apr 15, 2026

PhantomPolicy original (violation-ground-truth)

Claude Sonnet 4.6

54Violated Count

5

Apr 15, 2026

69True Positives

4

Jun 26, 2026

234True Positives

3

Jun 26, 2026

Popular datasets

PhantomPolicy SafeAgentBench DynaBench SB+SI

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