Multivariate long-term forecasting on Weather T=96 (test)
0.145MSEGridTST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GridTSTLookback length=336, Prediction length=962024.05 | 0.145 | 0.195 | |
| PatchTSTLookback length=336, Prediction length=962024.05 | 0.151 | 0.2 | |
| iTransformerLookback length=336, Prediction length=962024.05 | 0.163 | 0.212 | |
| DLinearLookback length=336, Prediction length=962024.05 | 0.176 | 0.237 | |
| CrossFormerLookback length=336, Prediction length=962024.05 | 0.226 | 0.301 | |
| AutoformerLookback length=336, Prediction length=962024.05 | 0.249 | 0.329 | |
| InformerLookback length=336, Prediction length=962024.05 | 0.354 | 0.405 | |
| PyraformerLookback length=336, Prediction length=962024.05 | 0.896 | 0.556 |