Multivariate Forecasting on PEMS03 prediction length 12 (test)
0.066MSESCINet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCINetInput length=962023.10 | 0.066 | 0.172 | |
| iTransformerInput length=962023.10 | 0.071 | 0.174 | |
| StationaryInput length=962023.10 | 0.081 | 0.188 | |
| TimesNetInput length=962023.10 | 0.085 | 0.192 | |
| CrossformerInput length=962023.10 | 0.09 | 0.203 | |
| PatchTSTInput length=962023.10 | 0.099 | 0.216 | |
| DLinearInput length=962023.10 | 0.122 | 0.243 | |
| RLinearInput length=962023.10 | 0.126 | 0.236 | |
| FEDformerInput length=962023.10 | 0.126 | 0.251 | |
| TiDEInput length=962023.10 | 0.178 | 0.305 | |
| AutoformerInput length=962023.10 | 0.272 | 0.385 |