ResearchBenchmarksWithin-distribution detection on Finance v3 v4 (Unsafe vs. Safe Holdout)Follow99.2AUROCT3+OCSVM98.36898.58498.899.016May 16, 2026Evaluation ResultsMethodMethodLinksAUROCFPR @ TPR=95%FPR @ TPR=90%TPR @ Threshold=0FPR @ Threshold=0T3+OCSVMTraining Data Version=v4Training Data Version=v42026.0599.23.61.697.89.7T3+GMMTraining Data Version=v3Training Data Version=v32026.0598.410.64.396.112.9