Multivariate Forecasting on PEMS07 prediction length 12 (test)
0.067MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.067 | 0.165 | |
| SCINetInput length=962023.10 | 0.068 | 0.171 | |
| TimesNetInput length=962023.10 | 0.082 | 0.181 | |
| StationaryInput length=962023.10 | 0.083 | 0.185 | |
| CrossformerInput length=962023.10 | 0.094 | 0.2 | |
| PatchTSTInput length=962023.10 | 0.095 | 0.207 | |
| FEDformerInput length=962023.10 | 0.109 | 0.225 | |
| DLinearInput length=962023.10 | 0.115 | 0.242 | |
| RLinearInput length=962023.10 | 0.118 | 0.235 | |
| TiDEInput length=962023.10 | 0.173 | 0.304 | |
| AutoformerInput length=962023.10 | 0.199 | 0.336 |