Univariate time series forecasting on Cluster-A
0.137MSEPathformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PathformerInput length (H)=96, Prediction length (F)=242024.02 | 0.137 | 0.218 | |
| PatchTSTInput length (H)=96, Prediction length (F)=242024.02 | 0.174 | 0.256 | |
| FEDformerInput length (H)=96, Prediction length (F)=242024.02 | 0.203 | 0.303 | |
| PathformerInput length (H)=96, Prediction length (F)=482024.02 | 0.218 | 0.28 | |
| PathformerInput length (H)=96, Prediction length (F)=962024.02 | 0.298 | 0.337 | |
| PatchTSTInput length (H)=96, Prediction length (F)=482024.02 | 0.299 | 0.343 | |
| FEDformerInput length (H)=96, Prediction length (F)=482024.02 | 0.308 | 0.364 | |
| FEDformerInput length (H)=96, Prediction length (F)=962024.02 | 0.361 | 0.403 | |
| PathformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.39 | 0.401 | |
| FEDformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.409 | 0.447 | |
| PatchTSTInput length (H)=96, Prediction length (F)=962024.02 | 0.434 | 0.409 | |
| AutoformerInput length (H)=96, Prediction length (F)=242024.02 | 0.455 | 0.483 | |
| AutoformerInput length (H)=96, Prediction length (F)=482024.02 | 0.508 | 0.504 | |
| AutoformerInput length (H)=96, Prediction length (F)=962024.02 | 0.563 | 0.524 | |
| PatchTSTInput length (H)=96, Prediction length (F)=1922024.02 | 0.589 | 0.48 | |
| AutoformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.669 | 0.583 |