Multivariate Time Series Anomaly Detection on SMAP, MSL, and SMD benchmark leaderboard · SOTA2 Research

Multivariate Time Series Anomaly Detection on SMAP, MSL, and SMD

4Mean RankLSD

Evaluation Results

Method	Links
LSD2026.06		4
LSD2026.06		4.78
TcnED2026.06		5.11
USAD2026.06		5.22
KNN2026.06		5.89
DeepIF2026.06		5.89
TranAD2026.06		6.67
PCA2026.06		6.89
TimesNet2026.06		8.78
OCSVM2026.06		9.22
COUTA2026.06		9.44
DeepSVDD2026.06		10.33
COPOD2026.06		12
LOF2026.06		12.11
AnomalyTrans.2026.06		14.22
IForest2026.06		15.44