List your company
ResearchFormerly WizWand

Time Series Regression on CO2 monthly (current chronological split)

0.635RMSELightweight/Ridge
0.2119123.0677565.92368.779444May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Guarded2026.050.635
PatchTSTArchitecture family=PatchTST, Topology selection=Baseline2026.050.8488
Lightweight/RidgeArchitecture family=Lightweight/Ridge, Topology selection=Baseline2026.050.8742
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Guarded2026.051.0256
PatchTSTArchitecture family=PatchTST, Topology selection=Guarded2026.051.0258
TimeSeriesTransformerArchitecture family=TimeSeriesTransformer, Topology selection=Baseline2026.0511.2122