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ResearchFormerly WizWand

Time Series Regression on Higher topology H2 gap (current chronological split)

0.0344RMSELightweight/Ridge
0.0154480.1433740.27130.399226May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Guarded2026.050.0344
PatchTSTArchitecture family=PatchTST, Topology selection=Guarded2026.050.0383
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Guarded2026.050.0383
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Guarded2026.050.1202
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Baseline2026.050.1306
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Guarded2026.050.1795
PatchTSTArchitecture family=PatchTST, Topology selection=Guarded2026.050.1809
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Baseline2026.050.3329
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Baseline2026.050.4228
PatchTSTArchitecture family=PatchTST, Topology selection=Baseline2026.050.497
PatchTSTArchitecture family=PatchTST, Topology selection=Baseline2026.050.4985
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Baseline2026.050.5082