Multivariate Time Series Anomaly Detection on Single-trace MTSAD benchmarks (SWaT, WaDi, PSM) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Anomaly Detection on Single-trace MTSAD benchmarks (SWaT, WaDi, PSM)

5.44Mean RankLSD

Evaluation Results

Method	Links
LSD2026.06		5.44
COPOD2026.06		5.56
IForest2026.06		5.56
LSD2026.06		5.78
OCSVM2026.06		6.33
KNN2026.06		7.22
TcnED2026.06		7.89
PCA2026.06		8.11
TranAD2026.06		8.78
AnomalyTrans.2026.06		8.78
USAD2026.06		9.56
DeepIF2026.06		10
COUTA2026.06		10.11
DeepSVDD2026.06		11.22
LOF2026.06		11.78
TimesNet2026.06		13.89