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ResearchFormerly WizWand

Anomaly Detection on MSL (Affiliated-F1)

94.6Affiliated-F1LSTMAE
33.08449.054565.02580.9955Nov 10, 2025
Updated 5mo ago

Evaluation results

MethodLinks
LSTMAEVariant=COGNOS2025.1194.6
TimeMixer++Variant=COGNOS2025.1194.5
DLinearVariant=COGNOS2025.1194.32
AutoformerVariant=COGNOS2025.1193.88
CrossADVariant=COGNOS2025.1193.86
ModernTCNVariant=COGNOS2025.1191.77
TimesNetVariant=COGNOS2025.1191.71
KANADVariant=COGNOS2025.1191.57
MICNVariant=COGNOS2025.1191.5
DLinearVariant=Vanilla2025.1156.54
LSTMAEVariant=Vanilla2025.1155.01
KANADVariant=Vanilla2025.1153.6
TimeMixer++Variant=Vanilla2025.1151.79
MICNVariant=Vanilla2025.1148.98
TimesNetVariant=Vanilla2025.1148.68
CrossADVariant=Vanilla2025.1141.35
AutoformerVariant=Vanilla2025.1140.08
ModernTCNVariant=Vanilla2025.1135.45