Multivariate Forecasting on PEMS08 prediction length 96 (test)
0.221MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.221 | 0.267 | |
| SCINetInput length=962023.10 | 0.236 | 0.3 | |
| TimesNetInput length=962023.10 | 0.32 | 0.351 | |
| StationaryInput length=962023.10 | 0.345 | 0.367 | |
| CrossformerInput length=962023.10 | 0.377 | 0.397 | |
| PatchTSTInput length=962023.10 | 0.408 | 0.417 | |
| FEDformerInput length=962023.10 | 0.442 | 0.465 | |
| DLinearInput length=962023.10 | 0.674 | 0.565 | |
| TiDEInput length=962023.10 | 0.721 | 0.592 | |
| RLinearInput length=962023.10 | 1.166 | 0.814 | |
| AutoformerInput length=962023.10 | 1.385 | 0.915 |