Multivariate long-term forecasting on Weather T=720 (test)
0.316MSEGridTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GridTSTLookback length=336, Prediction length=7202024.05 | 0.316 | 0.333 | |
| PatchTSTLookback length=336, Prediction length=7202024.05 | 0.321 | 0.333 | |
| DLinearLookback length=336, Prediction length=7202024.05 | 0.323 | 0.362 | |
| iTransformerLookback length=336, Prediction length=7202024.05 | 0.326 | 0.337 | |
| CrossFormerLookback length=336, Prediction length=7202024.05 | 0.381 | 0.379 | |
| AutoformerLookback length=336, Prediction length=7202024.05 | 0.415 | 0.426 | |
| InformerLookback length=336, Prediction length=7202024.05 | 0.916 | 0.705 | |
| PyraformerLookback length=336, Prediction length=7202024.05 | 1.004 | 0.934 |