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ResearchFormerly WizWand

Time Series Regression on IMS bearing 1

0.0246RMSEPatchTST
0.0237640.0294070.035050.040693May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PatchTSTArchitecture family=PatchTST, Topology selection=Baseline2026.050.0246
PatchTSTArchitecture family=PatchTST, Topology selection=Guarded2026.050.0246
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Baseline2026.050.0253
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Guarded2026.050.0255
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Guarded2026.050.0355
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Baseline2026.050.0455