Multivariate Forecasting on PEMS04 prediction length 48 (test)
0.099MSESCINet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCINetInput length=962023.10 | 0.099 | 0.211 | |
| iTransformerInput length=962023.10 | 0.12 | 0.233 | |
| TimesNetInput length=962023.10 | 0.136 | 0.25 | |
| StationaryInput length=962023.10 | 0.137 | 0.251 | |
| CrossformerInput length=962023.10 | 0.205 | 0.326 | |
| PatchTSTInput length=962023.10 | 0.229 | 0.339 | |
| FEDformerInput length=962023.10 | 0.27 | 0.368 | |
| DLinearInput length=962023.10 | 0.355 | 0.437 | |
| TiDEInput length=962023.10 | 0.409 | 0.478 | |
| RLinearInput length=962023.10 | 0.572 | 0.544 | |
| AutoformerInput length=962023.10 | 0.646 | 0.61 |