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ResearchFormerly WizWand

Univariate time series forecasting on Cluster-C

0.08MSEPathformer
0.065560.163030.26050.35797Feb 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PathformerInput length (H)=96, Prediction length (F)=242024.020.080.191
PatchTSTInput length (H)=96, Prediction length (F)=242024.020.0920.21
PathformerInput length (H)=96, Prediction length (F)=482024.020.1170.232
FEDformerInput length (H)=96, Prediction length (F)=242024.020.120.258
PatchTSTInput length (H)=96, Prediction length (F)=482024.020.1380.261
FEDformerInput length (H)=96, Prediction length (F)=482024.020.1510.302
PathformerInput length (H)=96, Prediction length (F)=962024.020.1760.286
FEDformerInput length (H)=96, Prediction length (F)=962024.020.1980.342
AutoformerInput length (H)=96, Prediction length (F)=242024.020.2060.354
PatchTSTInput length (H)=96, Prediction length (F)=962024.020.2220.33
AutoformerInput length (H)=96, Prediction length (F)=482024.020.2290.365
AutoformerInput length (H)=96, Prediction length (F)=962024.020.2930.42
PathformerInput length (H)=96, Prediction length (F)=1922024.020.3450.39
FEDformerInput length (H)=96, Prediction length (F)=1922024.020.3610.444
PatchTSTInput length (H)=96, Prediction length (F)=1922024.020.4040.443
AutoformerInput length (H)=96, Prediction length (F)=1922024.020.4410.524