ResearchBenchmarksWithin-distribution detection on Law Unsafe vs. Safe v3/v4 (holdout)Follow0.971AUROCT3+OCSVM0.9450.951750.95850.96525May 16, 2026Evaluation ResultsMethodMethodLinksAUROCFPR@95% TPRFPR@90% TPRTPR@τ0FPR@τ0T3+OCSVMTraining Data Version=v4Training Data Version=v42026.050.97118.57.2720.7T3+GMMTraining Data Version=v3Training Data Version=v32026.050.94642.21893.332.6