Multivariate Forecasting on PEMS04 prediction length 12 (test)
0.073MSESCINet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCINetInput length=962023.10 | 0.073 | 0.177 | |
| iTransformerInput length=962023.10 | 0.078 | 0.183 | |
| TimesNetInput length=962023.10 | 0.087 | 0.195 | |
| StationaryInput length=962023.10 | 0.088 | 0.196 | |
| CrossformerInput length=962023.10 | 0.098 | 0.218 | |
| PatchTSTInput length=962023.10 | 0.105 | 0.224 | |
| RLinearInput length=962023.10 | 0.138 | 0.252 | |
| FEDformerInput length=962023.10 | 0.138 | 0.262 | |
| DLinearInput length=962023.10 | 0.148 | 0.272 | |
| TiDEInput length=962023.10 | 0.219 | 0.34 | |
| AutoformerInput length=962023.10 | 0.424 | 0.491 |