Multivariate long-term forecasting on Traffic T=192 (test)
0.373MSEGridTST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GridTSTLookback length=336, Prediction length=1922024.05 | 0.373 | 0.259 | |
| iTransformerLookback length=336, Prediction length=1922024.05 | 0.375 | 0.268 | |
| PatchTSTLookback length=336, Prediction length=1922024.05 | 0.388 | 0.263 | |
| DLinearLookback length=336, Prediction length=1922024.05 | 0.423 | 0.287 | |
| CrossFormerLookback length=336, Prediction length=1922024.05 | 0.588 | 0.32 | |
| AutoformerLookback length=336, Prediction length=1922024.05 | 0.607 | 0.382 | |
| InformerLookback length=336, Prediction length=1922024.05 | 0.777 | 0.435 | |
| PyraformerLookback length=336, Prediction length=1922024.05 | 0.867 | 0.467 |