Short-term forecasting on EPF DE
0.44MSETimeXer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeXerType=Full-shot End-to-end Supervised Model2025.09 | 0.44 | 0.418 | |
| PatchTSTType=Full-shot End-to-end Supervised Model2025.09 | 0.461 | 0.432 | |
| iTransformerType=Full-shot End-to-end Supervised Model2025.09 | 0.479 | 0.433 | |
| TimesNetType=Full-shot End-to-end Supervised Model2025.09 | 0.502 | 0.446 | |
| AuroraType=Zero-shot Foundation Model2025.09 | 0.539 | 0.475 | |
| SundialType=Zero-shot Foundation Model2025.09 | 0.541 | 0.484 | |
| VisionTSType=Zero-shot Foundation Model2025.09 | 0.961 | 0.687 | |
| MOIRAIType=Zero-shot Foundation Model2025.09 | 1.251 | 0.779 | |
| ROSEType=Zero-shot Foundation Model2025.09 | 1.276 | 0.778 | |
| AlphaCastinput length=168, horizon=242025.11 | 193.829 | 9.925 | |
| PatchTSTinput length=168, horizon=242025.11 | 208.888 | 10.042 | |
| TimesNetinput length=168, horizon=242025.11 | 209.366 | 10.197 | |
| Chronosinput length=168, horizon=242025.11 | 223.153 | 9.999 | |
| iTransformerinput length=168, horizon=242025.11 | 229.955 | 10.227 | |
| DLinearinput length=168, horizon=242025.11 | 239.928 | 12.833 | |
| TimeXerinput length=168, horizon=242025.11 | 252.001 | 10.259 | |
| Sundialinput length=168, horizon=242025.11 | 264.618 | 10.707 | |
| CESinput length=168, horizon=242025.11 | 315.576 | 11.451 | |
| Prophetinput length=168, horizon=242025.11 | 320.631 | 13.254 | |
| Autoformerinput length=168, horizon=242025.11 | 331.306 | 13.329 | |
| ARIMAinput length=168, horizon=242025.11 | 372.91 | 11.816 | |
| SNaiveinput length=168, horizon=242025.11 | 415.723 | 13.362 |