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ResearchFormerly WizWand

Multivariate Time Series Anomaly Detection on SMD (PR AUC)

0.587PR AUCCCM-TAD
0.117960.239730.36150.48327May 30, 2025
Updated 5mo ago

Evaluation results

MethodLinks
CCM-TADEvaluation Protocol=Protocol-22025.050.587
xLSTMADEvaluation Protocol=Protocol-22025.050.457
TimesNetEvaluation Protocol=Protocol-22025.050.431
Sen.H.(On)Evaluation Protocol=Protocol-22025.050.407
CCM-TADEvaluation Protocol=Protocol-12025.050.311
TimesNetEvaluation Protocol=Protocol-12025.050.183
CATCHEvaluation Protocol=Protocol-12025.050.172
xLSTMADEvaluation Protocol=Protocol-12025.050.136