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ResearchFormerly WizWand

Univariate time series forecasting on Cluster B

0.1MSEPathformer
0.083520.194760.3060.41724Feb 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PathformerInput length (H)=96, Prediction length (F)=242024.020.10.206
PatchTSTInput length (H)=96, Prediction length (F)=242024.020.1070.218
FEDformerInput length (H)=96, Prediction length (F)=242024.020.130.253
PathformerInput length (H)=96, Prediction length (F)=482024.020.1460.251
FEDformerInput length (H)=96, Prediction length (F)=482024.020.1490.272
PatchTSTInput length (H)=96, Prediction length (F)=482024.020.1580.265
AutoformerInput length (H)=96, Prediction length (F)=242024.020.1970.339
PathformerInput length (H)=96, Prediction length (F)=962024.020.2190.301
FEDformerInput length (H)=96, Prediction length (F)=962024.020.230.342
PatchTSTInput length (H)=96, Prediction length (F)=962024.020.2340.327
AutoformerInput length (H)=96, Prediction length (F)=482024.020.2470.39
AutoformerInput length (H)=96, Prediction length (F)=962024.020.3130.429
FEDformerInput length (H)=96, Prediction length (F)=1922024.020.4150.412
PathformerInput length (H)=96, Prediction length (F)=1922024.020.4540.404
PatchTSTInput length (H)=96, Prediction length (F)=1922024.020.4610.444
AutoformerInput length (H)=96, Prediction length (F)=1922024.020.5120.544