Multivariate Forecasting on PEMS03 prediction length 48 (test)
0.125MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.125 | 0.236 | |
| SCINetInput length=962023.10 | 0.127 | 0.238 | |
| StationaryInput length=962023.10 | 0.154 | 0.257 | |
| TimesNetInput length=962023.10 | 0.155 | 0.26 | |
| CrossformerInput length=962023.10 | 0.202 | 0.317 | |
| PatchTSTInput length=962023.10 | 0.211 | 0.319 | |
| FEDformerInput length=962023.10 | 0.227 | 0.348 | |
| DLinearInput length=962023.10 | 0.333 | 0.425 | |
| TiDEInput length=962023.10 | 0.379 | 0.463 | |
| RLinearInput length=962023.10 | 0.551 | 0.529 | |
| AutoformerInput length=962023.10 | 1.032 | 0.782 |