Multivariate Forecasting on PEMS04 prediction length 24 (test)
0.084MSESCINet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCINetInput length=962023.10 | 0.084 | 0.193 | |
| iTransformerInput length=962023.10 | 0.095 | 0.205 | |
| TimesNetInput length=962023.10 | 0.103 | 0.215 | |
| StationaryInput length=962023.10 | 0.104 | 0.216 | |
| CrossformerInput length=962023.10 | 0.131 | 0.256 | |
| PatchTSTInput length=962023.10 | 0.153 | 0.275 | |
| FEDformerInput length=962023.10 | 0.177 | 0.293 | |
| DLinearInput length=962023.10 | 0.224 | 0.34 | |
| RLinearInput length=962023.10 | 0.258 | 0.348 | |
| TiDEInput length=962023.10 | 0.292 | 0.398 | |
| AutoformerInput length=962023.10 | 0.459 | 0.509 |