Multivariate long-term forecasting on Weather T=336 (test)
0.243MSEGridTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GridTSTLookback length=336, Prediction length=3362024.05 | 0.243 | 0.28 | |
| PatchTSTLookback length=336, Prediction length=3362024.05 | 0.247 | 0.281 | |
| iTransformerLookback length=336, Prediction length=3362024.05 | 0.255 | 0.289 | |
| DLinearLookback length=336, Prediction length=3362024.05 | 0.265 | 0.319 | |
| CrossFormerLookback length=336, Prediction length=3362024.05 | 0.319 | 0.317 | |
| AutoformerLookback length=336, Prediction length=3362024.05 | 0.351 | 0.391 | |
| InformerLookback length=336, Prediction length=3362024.05 | 0.583 | 0.543 | |
| PyraformerLookback length=336, Prediction length=3362024.05 | 0.739 | 0.753 |