Multivariate Forecasting on PEMS08 prediction length 12 (test)
0.079MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.079 | 0.182 | |
| SCINetInput length=962023.10 | 0.087 | 0.184 | |
| StationaryInput length=962023.10 | 0.109 | 0.207 | |
| TimesNetInput length=962023.10 | 0.112 | 0.212 | |
| RLinearInput length=962023.10 | 0.133 | 0.247 | |
| DLinearInput length=962023.10 | 0.154 | 0.276 | |
| CrossformerInput length=962023.10 | 0.165 | 0.214 | |
| PatchTSTInput length=962023.10 | 0.168 | 0.232 | |
| FEDformerInput length=962023.10 | 0.173 | 0.273 | |
| TiDEInput length=962023.10 | 0.227 | 0.343 | |
| AutoformerInput length=962023.10 | 0.436 | 0.485 |