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ResearchFormerly WizWand

Univariate time series forecasting on Cluster-A

0.137MSEPathformer
0.115720.259360.4030.54664Feb 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PathformerInput length (H)=96, Prediction length (F)=242024.020.1370.218
PatchTSTInput length (H)=96, Prediction length (F)=242024.020.1740.256
FEDformerInput length (H)=96, Prediction length (F)=242024.020.2030.303
PathformerInput length (H)=96, Prediction length (F)=482024.020.2180.28
PathformerInput length (H)=96, Prediction length (F)=962024.020.2980.337
PatchTSTInput length (H)=96, Prediction length (F)=482024.020.2990.343
FEDformerInput length (H)=96, Prediction length (F)=482024.020.3080.364
FEDformerInput length (H)=96, Prediction length (F)=962024.020.3610.403
PathformerInput length (H)=96, Prediction length (F)=1922024.020.390.401
FEDformerInput length (H)=96, Prediction length (F)=1922024.020.4090.447
PatchTSTInput length (H)=96, Prediction length (F)=962024.020.4340.409
AutoformerInput length (H)=96, Prediction length (F)=242024.020.4550.483
AutoformerInput length (H)=96, Prediction length (F)=482024.020.5080.504
AutoformerInput length (H)=96, Prediction length (F)=962024.020.5630.524
PatchTSTInput length (H)=96, Prediction length (F)=1922024.020.5890.48
AutoformerInput length (H)=96, Prediction length (F)=1922024.020.6690.583