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ResearchFormerly WizWand

Anomaly Detection on SMAP (F1)

77.57F1 ScoreGTM
63.758867.344470.9374.5156Feb 5, 2025Mar 26, 2025May 15, 2025Jul 4, 2025Aug 23, 2025Oct 12, 2025Dec 1, 2025
Updated 7mo ago

Evaluation results

MethodLinks
GTM2025.0277.57
ICAD-LLMMethod Category=Task-Specific2025.1275.27
UniADMethod Category=Universal2025.1274.02
GPT4TS2025.0272.88
OneFitsAllMethod Category=Task-Specific2025.1272.84
TimesNetMethod Category=Task-Specific2025.1272.07
ICAD-LLMMethod Category=Universal2025.1271.95
Anomaly TransformerMethod Category=Task-Specific2025.1271.57
Autoformer2025.0271.12
FEDformer2025.0270.76
DLinearMethod Category=Task-Specific2025.1270.39
Informer2025.0269.92
ACRMethod Category=Universal2025.1269.48
TimesNet2025.0269.39
DLinear2025.0269.26
PatchTST2025.0268.82
NeuTraL ADMethod Category=Universal2025.1264.29