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

Time-Series Anomaly Detection on MITDB (AUC-ROC)

0.73AUC-ROCARTA

Evaluation Results

Method	Links
ARTA2026.03		0.73
DeepAnT2026.03		0.67
TSPulse2026.03		0.67
USAD2026.03		0.66
OmniAnomaly2026.03		0.65
TimesNet2026.03		0.65
PCA2026.03		0.64
FITS2026.03		0.64
IForest2026.03		0.62
TranAD2026.03		0.62
OFA2026.03		0.62
FREE2026.03		0.62
KMeansAD2026.03		0.58
TSPulse2026.03		0.57
OCSVM2026.03		0.53
HBOS2026.03		0.53
Donut2026.03		0.53
CBLOF2026.03		0.52
AutoEncoder2026.03		0.52
EIF2026.03		0.52
COPOD2026.03		0.51
KNN2026.03		0.5
LOF2026.03		0.5
LSTMAD2026.03		0.49
AnomalyTransformer2026.03		0.49
RobustPCA2026.03		0.47
MCD2026.03		0.23