Multivariate long-term forecasting on Solar T=192 (test)
0.184MSEGridTST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GridTSTLookback length=336, Prediction length=1922024.05 | 0.184 | 0.241 | |
| iTransformerLookback length=336, Prediction length=1922024.05 | 0.219 | 0.266 | |
| PatchTSTLookback length=336, Prediction length=1922024.05 | 0.228 | 0.261 | |
| InformerLookback length=336, Prediction length=1922024.05 | 0.229 | 0.259 | |
| PyraformerLookback length=336, Prediction length=1922024.05 | 0.237 | 0.268 | |
| DLinearLookback length=336, Prediction length=1922024.05 | 0.249 | 0.285 | |
| CrossFormerLookback length=336, Prediction length=1922024.05 | 0.268 | 0.314 | |
| AutoformerLookback length=336, Prediction length=1922024.05 | 0.271 | 0.315 |