Univariate time series forecasting on Cluster B
0.1MSEPathformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PathformerInput length (H)=96, Prediction length (F)=242024.02 | 0.1 | 0.206 | |
| PatchTSTInput length (H)=96, Prediction length (F)=242024.02 | 0.107 | 0.218 | |
| FEDformerInput length (H)=96, Prediction length (F)=242024.02 | 0.13 | 0.253 | |
| PathformerInput length (H)=96, Prediction length (F)=482024.02 | 0.146 | 0.251 | |
| FEDformerInput length (H)=96, Prediction length (F)=482024.02 | 0.149 | 0.272 | |
| PatchTSTInput length (H)=96, Prediction length (F)=482024.02 | 0.158 | 0.265 | |
| AutoformerInput length (H)=96, Prediction length (F)=242024.02 | 0.197 | 0.339 | |
| PathformerInput length (H)=96, Prediction length (F)=962024.02 | 0.219 | 0.301 | |
| FEDformerInput length (H)=96, Prediction length (F)=962024.02 | 0.23 | 0.342 | |
| PatchTSTInput length (H)=96, Prediction length (F)=962024.02 | 0.234 | 0.327 | |
| AutoformerInput length (H)=96, Prediction length (F)=482024.02 | 0.247 | 0.39 | |
| AutoformerInput length (H)=96, Prediction length (F)=962024.02 | 0.313 | 0.429 | |
| FEDformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.415 | 0.412 | |
| PathformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.454 | 0.404 | |
| PatchTSTInput length (H)=96, Prediction length (F)=1922024.02 | 0.461 | 0.444 | |
| AutoformerInput length (H)=96, Prediction length (F)=1922024.02 | 0.512 | 0.544 |