Multivariate Forecasting on PEMS04 prediction length 96 (test)
0.114MSESCINet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCINetInput length=962023.10 | 0.114 | 0.227 | |
| iTransformerInput length=962023.10 | 0.15 | 0.262 | |
| StationaryInput length=962023.10 | 0.186 | 0.297 | |
| TimesNetInput length=962023.10 | 0.19 | 0.303 | |
| PatchTSTInput length=962023.10 | 0.291 | 0.389 | |
| FEDformerInput length=962023.10 | 0.341 | 0.427 | |
| CrossformerInput length=962023.10 | 0.402 | 0.457 | |
| DLinearInput length=962023.10 | 0.452 | 0.504 | |
| TiDEInput length=962023.10 | 0.492 | 0.532 | |
| AutoformerInput length=962023.10 | 0.912 | 0.748 | |
| RLinearInput length=962023.10 | 1.137 | 0.82 |