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Anomaly Detection on Gaussian mixture synthetic datasets with cluster anomalies

78.52AUCROCTACTIC
54.96461.079567.19573.3105Mar 15, 2026

Evaluation results

MethodLinks
TACTICAggregation=Mean2026.0378.52
OCSVMAggregation=Mean2026.0373.92
PCAAggregation=Mean2026.0373.61
IForestAggregation=Mean2026.0373.43
KNNAggregation=Mean2026.0373.35
HBOSAggregation=Mean2026.0373.27
COPODAggregation=Mean2026.0372.28
uTabPFNAggregation=Mean2026.0371
LOFAggregation=Mean2026.0368.56
COFAggregation=Mean2026.0366.86
TCCMAggregation=Mean2026.0357.55
CBLOFAggregation=Mean2026.0355.87