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ResearchFormerly WizWand

Multivariate Time Series Anomaly Detection on PSM (Best-F1)

71.6Best-F1CCM-TAD
9.225.441.657.8May 30, 2025
Updated 5mo ago

Evaluation results

MethodLinks
CCM-TADEvaluation Protocol=Protocol-12025.0571.6
OracleADEvaluation Protocol=Protocol-22025.0565.9
SATEvaluation Protocol=Protocol-22025.0565.3
xLSTMADEvaluation Protocol=Protocol-12025.0565.1
TranADEvaluation Protocol=Protocol-22025.0564.9
NPSREvaluation Protocol=Protocol-22025.0564.8
CAROTS2025.0560.3
MTAD-GATEvaluation Protocol=Protocol-22025.0557.1
MSCREDEvaluation Protocol=Protocol-22025.0555.6
GDNEvaluation Protocol=Protocol-22025.0555.2
CAROTS+2025.0553.4
SimADEvaluation Protocol=Protocol-12025.0552.1
Sen.H.(Off)Evaluation Protocol=Protocol-32025.0551.7
Sen.H.(On)Evaluation Protocol=Protocol-32025.0550.7
PatchADEvaluation Protocol=Protocol-12025.0549.3
DAGMMEvaluation Protocol=Protocol-22025.0548.3
USADEvaluation Protocol=Protocol-22025.0547.9
MAD-GANEvaluation Protocol=Protocol-22025.0547.1
LSTM-VAEEvaluation Protocol=Protocol-22025.0545.5
OmniAnom.Evaluation Protocol=Protocol-22025.0545.2
D3REvaluation Protocol=Protocol-12025.0544.2
TimesNetEvaluation Protocol=Protocol-12025.0543.6
Anom. Trans.Evaluation Protocol=Protocol-12025.0543.4
UAEEvaluation Protocol=Protocol-22025.0542.7
CATCHEvaluation Protocol=Protocol-12025.0511.6