Multivariate Forecasting on PEMS03 prediction length 24 (test)
0.085MSESCINet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCINetInput length=962023.10 | 0.085 | 0.198 | |
| iTransformerInput length=962023.10 | 0.093 | 0.201 | |
| StationaryInput length=962023.10 | 0.105 | 0.214 | |
| TimesNetInput length=962023.10 | 0.118 | 0.223 | |
| CrossformerInput length=962023.10 | 0.121 | 0.24 | |
| PatchTSTInput length=962023.10 | 0.142 | 0.259 | |
| FEDformerInput length=962023.10 | 0.149 | 0.275 | |
| DLinearInput length=962023.10 | 0.201 | 0.317 | |
| RLinearInput length=962023.10 | 0.246 | 0.334 | |
| TiDEInput length=962023.10 | 0.257 | 0.371 | |
| AutoformerInput length=962023.10 | 0.334 | 0.44 |