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ResearchFormerly WizWand

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

63.8Best F1 ScoreCCM-TAD
12.3225.68539.0552.415May 30, 2025
Updated 5mo ago

Evaluation results

MethodLinks
CCM-TADEvaluation Protocol=Protocol-32025.0563.8
CCM-TADEvaluation Protocol=Protocol-22025.0561.3
NPSREvaluation Protocol=Protocol-22025.0555.1
SATEvaluation Protocol=Protocol-22025.0550.3
Sen.H.(Off)Evaluation Protocol=Protocol-32025.0545.2
UAEEvaluation Protocol=Protocol-22025.0545.1
xLSTMADEvaluation Protocol=Protocol-22025.0544.1
Sen.H.(On)Evaluation Protocol=Protocol-32025.0541.8
CCM-TADEvaluation Protocol=Protocol-12025.0537
TimesNetEvaluation Protocol=Protocol-22025.0536.9
SimADEvaluation Protocol=Protocol-12025.0530
MTAD-GATEvaluation Protocol=Protocol-22025.0527.5
MAD-GANEvaluation Protocol=Protocol-22025.0526.7
xLSTMADEvaluation Protocol=Protocol-12025.0526.5
TimesNetEvaluation Protocol=Protocol-12025.0526.1
TranADEvaluation Protocol=Protocol-22025.0525.1
MSCREDEvaluation Protocol=Protocol-22025.0525
PatchADEvaluation Protocol=Protocol-12025.0524.9
D3REvaluation Protocol=Protocol-12025.0524
GDNEvaluation Protocol=Protocol-22025.0521.7
LSTM-VAEEvaluation Protocol=Protocol-22025.0521.2
USADEvaluation Protocol=Protocol-22025.0521.1
OmniAnom.Evaluation Protocol=Protocol-22025.0520.7
DAGMMEvaluation Protocol=Protocol-22025.0519.9
Anom. Trans.Evaluation Protocol=Protocol-12025.0519.1
CATCHEvaluation Protocol=Protocol-12025.0514.3