ResearchBenchmarksAnomaly Detection on cardio (ROC, PR)Anomaly Detection on cardio (ROC, PR)Follow0.8425PRDSVDD0.546620.6234350.700250.777065Dec 17, 2025Dec 31, 2025Jan 15, 2026Jan 30, 2026Feb 13, 2026Feb 28, 2026Mar 15, 2026Evaluation resultsMethodMethodLinksPRROCDSVDD2026.030.8425—AE2026.030.8194—DRL2026.030.8117—DisentAD2026.030.8085—OFA-TAD2026.030.8058—iForest2026.030.7886—LUNAR2026.030.7826—KNN2026.030.7663—LOF2026.030.7599—PaLD2025.120.6940.959Best Unsupervisedsource=[9]source=[9]2025.120.6840.956MCM2026.030.5593—knn2025.120.5580.9