Multivariate Forecasting on PEMS08 prediction length 48 (test)
0.186MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.186 | 0.235 | |
| SCINetInput length=962023.10 | 0.189 | 0.27 | |
| TimesNetInput length=962023.10 | 0.198 | 0.283 | |
| StationaryInput length=962023.10 | 0.211 | 0.294 | |
| CrossformerInput length=962023.10 | 0.315 | 0.355 | |
| FEDformerInput length=962023.10 | 0.32 | 0.394 | |
| PatchTSTInput length=962023.10 | 0.321 | 0.354 | |
| DLinearInput length=962023.10 | 0.44 | 0.47 | |
| TiDEInput length=962023.10 | 0.497 | 0.51 | |
| RLinearInput length=962023.10 | 0.569 | 0.544 | |
| AutoformerInput length=962023.10 | 0.966 | 0.733 |