Multivariate Forecasting on PEMS03 prediction length 96 (test)
0.164MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.164 | 0.275 | |
| SCINetInput length=962023.10 | 0.178 | 0.287 | |
| TimesNetInput length=962023.10 | 0.228 | 0.317 | |
| StationaryInput length=962023.10 | 0.247 | 0.336 | |
| CrossformerInput length=962023.10 | 0.262 | 0.367 | |
| PatchTSTInput length=962023.10 | 0.269 | 0.37 | |
| FEDformerInput length=962023.10 | 0.348 | 0.434 | |
| DLinearInput length=962023.10 | 0.457 | 0.515 | |
| TiDEInput length=962023.10 | 0.49 | 0.539 | |
| AutoformerInput length=962023.10 | 1.031 | 0.796 | |
| RLinearInput length=962023.10 | 1.057 | 0.787 |