Multivariate Time Series Anomaly Detection on All MTSAD benchmarks Overall benchmark leaderboard · SOTA2 Research

Multivariate Time Series Anomaly Detection on All MTSAD benchmarks Overall

4.72Mean RankLSD

Evaluation Results

Method	Links
LSD2026.06		4.72
LSD2026.06		5.28
TcnED2026.06		6.5
KNN2026.06		6.56
USAD2026.06		7.39
PCA2026.06		7.5
TranAD2026.06		7.72
OCSVM2026.06		7.78
DeepIF2026.06		7.94
COPOD2026.06		8.78
COUTA2026.06		9.78
IForest2026.06		10.5
DeepSVDD2026.06		10.78
TimesNet2026.06		11.33
AnomalyTrans.2026.06		11.5
LOF2026.06		11.94