Multivariate Forecasting on PEMS07 prediction length 24 (test)
0.088MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerInput length=962023.10 | 0.088 | 0.19 | |
| TimesNetInput length=962023.10 | 0.101 | 0.204 | |
| StationaryInput length=962023.10 | 0.102 | 0.207 | |
| SCINetInput length=962023.10 | 0.119 | 0.225 | |
| FEDformerInput length=962023.10 | 0.125 | 0.244 | |
| CrossformerInput length=962023.10 | 0.139 | 0.247 | |
| PatchTSTInput length=962023.10 | 0.15 | 0.262 | |
| DLinearInput length=962023.10 | 0.21 | 0.329 | |
| RLinearInput length=962023.10 | 0.242 | 0.341 | |
| TiDEInput length=962023.10 | 0.271 | 0.383 | |
| AutoformerInput length=962023.10 | 0.323 | 0.42 |