Multivariate Forecasting on PEMS07 prediction length 96 (test)
0.139MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.139 | 0.245 | |
| SCINetInput length=962023.10 | 0.141 | 0.234 | |
| TimesNetInput length=962023.10 | 0.181 | 0.279 | |
| StationaryInput length=962023.10 | 0.187 | 0.287 | |
| FEDformerInput length=962023.10 | 0.262 | 0.376 | |
| PatchTSTInput length=962023.10 | 0.346 | 0.404 | |
| CrossformerInput length=962023.10 | 0.396 | 0.442 | |
| AutoformerInput length=962023.10 | 0.554 | 0.578 | |
| DLinearInput length=962023.10 | 0.594 | 0.553 | |
| TiDEInput length=962023.10 | 0.628 | 0.577 | |
| RLinearInput length=962023.10 | 1.096 | 0.795 |