Time-series Forecasting on ILINet
0.6092MAETwinFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TwinFormerHorizon=5-day2025.12 | 0.6092 | 1.0439 | |
| TwinFormerHorizon=3362025.12 | 0.7662 | 1.1439 | |
| TwinFormerHorizon=1202025.12 | 0.7907 | 1.1895 | |
| PatchTSTHorizon=962025.12 | 0.8065 | 1.1873 | |
| PatchTSTHorizon=3362025.12 | 0.8181 | 1.183 | |
| TwinFormerHorizon=962025.12 | 0.822 | 1.1753 | |
| PatchTSTHorizon=7202025.12 | 0.8341 | 1.1916 | |
| PatchTSTHorizon=1202025.12 | 0.9111 | 1.2319 | |
| Vanilla TransformerHorizon=5-day2025.12 | 0.9509 | 1.5379 | |
| TwinFormerHorizon=7202025.12 | 0.9548 | 1.3163 | |
| InformerHorizon=962025.12 | 0.9711 | 1.3406 | |
| vanilla TransformerHorizon=3362025.12 | 0.9805 | 1.372 | |
| iTransformerHorizon=3362025.12 | 0.9868 | 1.3694 | |
| iTransformerHorizon=7202025.12 | 0.9879 | 1.389 | |
| FEDFormerHorizon=7202025.12 | 0.9916 | 1.3665 | |
| FEDFormerHorizon=962025.12 | 1.0084 | 1.3843 | |
| InformerHorizon=7202025.12 | 1.0084 | 1.3583 | |
| FEDFormerHorizon=3362025.12 | 1.011 | 1.3686 | |
| iTransformerHorizon=5-day2025.12 | 1.0136 | 1.5471 | |
| iTransformerHorizon=1202025.12 | 1.02 | 1.3859 | |
| vanilla TransformerHorizon=7202025.12 | 1.0201 | 1.4086 | |
| FEDFormerHorizon=1202025.12 | 1.0225 | 1.3864 | |
| iTransformerHorizon=962025.12 | 1.0254 | 1.381 | |
| vanilla TransformerHorizon=1202025.12 | 1.0305 | 1.3822 | |
| InformerHorizon=3362025.12 | 1.0354 | 1.3867 | |
| vanilla TransformerHorizon=962025.12 | 1.047 | 1.3825 | |
| FEDFormerHorizon=5-day2025.12 | 1.0618 | 1.7185 | |
| InformerHorizon=1202025.12 | 1.0636 | 1.4019 | |
| InformerHorizon=5-day2025.12 | 1.1034 | 1.7452 | |
| PatchTSTHorizon=5-day2025.12 | 1.1221 | 1.6005 |