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ResearchFormerly WizWand

Time Series Regression on IMS bearing 2 (current chronological split)

0.5083RMSELightweight/Ridge
0.4817480.6609740.84021.019426May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Guarded2026.050.5083
PatchTSTArchitecture family=PatchTST, Topology selection=Baseline2026.050.5383
PatchTSTArchitecture family=PatchTST, Topology selection=Guarded2026.050.5383
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Baseline2026.050.6448
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Guarded2026.050.6951
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Baseline2026.051.1721