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ResearchFormerly WizWand

Anomaly Detection on SMD (Training Time)

43.56Training Time per Epoch (s)TranAD
-217.2621,543.28653,303.8355,064.3835Jan 18, 2022
Updated 8mo ago

Evaluation results

MethodLinks
TranAD2022.0143.56
MERLIN2022.0172.32
DAGMM2022.01204.36
MSCRED2022.01237.66
USAD2022.01250.97
OmniAnomaly2022.01276.97
MAD-GAN2022.01314.82
LSTM-NDT2022.01373.14
GDN2022.01809.94
CAE-M2022.013,102.12
MTAD-GAT2022.016,564.11