Short-term forecasting on EPF FR
0.381MSETimeXer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeXerType=Full-shot End-to-end Supervised Model2025.09 | 0.381 | 0.211 | |
| AuroraType=Zero-shot Foundation Model2025.09 | 0.387 | 0.206 | |
| SundialType=Zero-shot Foundation Model2025.09 | 0.392 | 0.207 | |
| PatchTSTType=Full-shot End-to-end Supervised Model2025.09 | 0.411 | 0.22 | |
| TimesNetType=Full-shot End-to-end Supervised Model2025.09 | 0.431 | 0.234 | |
| iTransformerType=Full-shot End-to-end Supervised Model2025.09 | 0.439 | 0.233 | |
| VisionTSType=Zero-shot Foundation Model2025.09 | 0.625 | 0.393 | |
| ROSEType=Zero-shot Foundation Model2025.09 | 0.746 | 0.447 | |
| MOIRAIType=Zero-shot Foundation Model2025.09 | 0.751 | 0.454 | |
| AlphaCastinput length=168, horizon=242025.11 | 721.023 | 7.133 | |
| PatchTSTinput length=168, horizon=242025.11 | 797.263 | 9.126 | |
| Chronosinput length=168, horizon=242025.11 | 803.076 | 7.536 | |
| DLinearinput length=168, horizon=242025.11 | 811.453 | 10.449 | |
| TimeXerinput length=168, horizon=242025.11 | 834.693 | 9.377 | |
| SNaiveinput length=168, horizon=242025.11 | 915.798 | 11.155 | |
| TimesNetinput length=168, horizon=242025.11 | 929.1 | 11.099 | |
| Autoformerinput length=168, horizon=242025.11 | 934.364 | 13.362 | |
| iTransformerinput length=168, horizon=242025.11 | 940.227 | 11.093 | |
| Sundialinput length=168, horizon=242025.11 | 942.081 | 8.536 | |
| ARIMAinput length=168, horizon=242025.11 | 963.997 | 13.224 | |
| Prophetinput length=168, horizon=242025.11 | 1,035.704 | 14.422 | |
| CESinput length=168, horizon=242025.11 | 1,084.713 | 12.144 |