Multivariate Forecasting on PEMS07 prediction length 48 (test)
0.11MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.11 | 0.215 | |
| TimesNetInput length=962023.10 | 0.134 | 0.238 | |
| StationaryInput length=962023.10 | 0.136 | 0.24 | |
| SCINetInput length=962023.10 | 0.149 | 0.237 | |
| FEDformerInput length=962023.10 | 0.165 | 0.288 | |
| PatchTSTInput length=962023.10 | 0.253 | 0.34 | |
| CrossformerInput length=962023.10 | 0.311 | 0.369 | |
| AutoformerInput length=962023.10 | 0.39 | 0.47 | |
| DLinearInput length=962023.10 | 0.398 | 0.458 | |
| TiDEInput length=962023.10 | 0.446 | 0.495 | |
| RLinearInput length=962023.10 | 0.562 | 0.541 |