Time series forecasting on EnergyData (test)
0.786MSEiTransformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| iTransformerVariant=BSA2024.10 | 0.786 | 0.619 | |
| PatchTSTVariant=BSA2024.10 | 0.788 | 0.621 | |
| RLinearVariant=BSA2024.10 | 0.797 | 0.622 | |
| RLinearVariant=base2024.10 | 0.816 | 0.63 | |
| iTransformerVariant=base2024.10 | 0.833 | 0.639 | |
| DLinearVariant=BSA2024.10 | 0.838 | 0.667 | |
| PatchTSTVariant=base2024.10 | 0.839 | 0.642 | |
| TimesNetVariant=BSA2024.10 | 0.861 | 0.655 | |
| DLinearVariant=base2024.10 | 0.874 | 0.683 | |
| TimesNetVariant=base2024.10 | 0.88 | 0.662 | |
| FreTSVariant=BSA2024.10 | 0.94 | 0.71 | |
| FreTSVariant=base2024.10 | 0.976 | 0.735 | |
| CrossformerVariant=base2024.10 | 1.178 | 0.817 | |
| CrossformerVariant=BSA2024.10 | 1.204 | 0.823 |