Multivariate Forecasting on PEMS08 prediction length 24 (test)
0.115MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.115 | 0.219 | |
| SCINetInput length=962023.10 | 0.122 | 0.221 | |
| StationaryInput length=962023.10 | 0.14 | 0.236 | |
| TimesNetInput length=962023.10 | 0.141 | 0.238 | |
| FEDformerInput length=962023.10 | 0.21 | 0.301 | |
| CrossformerInput length=962023.10 | 0.215 | 0.26 | |
| PatchTSTInput length=962023.10 | 0.224 | 0.281 | |
| DLinearInput length=962023.10 | 0.248 | 0.353 | |
| RLinearInput length=962023.10 | 0.249 | 0.343 | |
| TiDEInput length=962023.10 | 0.318 | 0.409 | |
| AutoformerInput length=962023.10 | 0.467 | 0.502 |