Time-Series Anomaly Detection on CATS v2 (AUC-ROC) benchmark leaderboard · SOTA2 Research

Time-Series Anomaly Detection on CATS v2 (AUC-ROC)

0.75AUC-ROCARTA

Evaluation Results

Method	Links
ARTA2026.03		0.75
USAD2026.03		0.73
PCA2026.03		0.71
OmniAnomaly2026.03		0.71
FREE2026.03		0.71
DeepAnT2026.03		0.7
MCD2026.03		0.69
TranAD2026.03		0.69
KMeansAD2026.03		0.67
Donut2026.03		0.64
OFA2026.03		0.64
EIF2026.03		0.63
TimesNet2026.03		0.63
TSPulse2026.03		0.63
CBLOF2026.03		0.62
OCSVM2026.03		0.61
KNN2026.03		0.61
TSPulse2026.03		0.61
IForest2026.03		0.6
AutoEncoder2026.03		0.59
COPOD2026.03		0.59
HBOS2026.03		0.58
FITS2026.03		0.57
LOF2026.03		0.56
RobustPCA2026.03		0.48
LSTMAD2026.03		0.46
AnomalyTransformer2026.03		0.46