Univariate time series forecasting on Cluster-C
0.08MSEPathformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PathformerInput length (H)=96, Prediction length (F)=242024.02 | 0.08 | 0.191 | |
| PatchTSTInput length (H)=96, Prediction length (F)=242024.02 | 0.092 | 0.21 | |
| PathformerInput length (H)=96, Prediction length (F)=482024.02 | 0.117 | 0.232 | |
| FEDformerInput length (H)=96, Prediction length (F)=242024.02 | 0.12 | 0.258 | |
| PatchTSTInput length (H)=96, Prediction length (F)=482024.02 | 0.138 | 0.261 | |
| FEDformerInput length (H)=96, Prediction length (F)=482024.02 | 0.151 | 0.302 | |
| PathformerInput length (H)=96, Prediction length (F)=962024.02 | 0.176 | 0.286 | |
| FEDformerInput length (H)=96, Prediction length (F)=962024.02 | 0.198 | 0.342 | |
| AutoformerInput length (H)=96, Prediction length (F)=242024.02 | 0.206 | 0.354 | |
| PatchTSTInput length (H)=96, Prediction length (F)=962024.02 | 0.222 | 0.33 | |
| AutoformerInput length (H)=96, Prediction length (F)=482024.02 | 0.229 | 0.365 | |
| AutoformerInput length (H)=96, Prediction length (F)=962024.02 | 0.293 | 0.42 | |
| PathformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.345 | 0.39 | |
| FEDformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.361 | 0.444 | |
| PatchTSTInput length (H)=96, Prediction length (F)=1922024.02 | 0.404 | 0.443 | |
| AutoformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.441 | 0.524 |