Short-term forecasting on EPF NP
0.238MSETimeXer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeXerType=Full-shot End-to-end Supervised Model2025.09 | 0.238 | 0.268 | |
| TimesNetType=Full-shot End-to-end Supervised Model2025.09 | 0.25 | 0.289 | |
| SundialType=Zero-shot Foundation Model2025.09 | 0.256 | 0.277 | |
| iTransformerType=Full-shot End-to-end Supervised Model2025.09 | 0.265 | 0.3 | |
| PatchTSTType=Full-shot End-to-end Supervised Model2025.09 | 0.267 | 0.284 | |
| AuroraType=Zero-shot Foundation Model2025.09 | 0.288 | 0.312 | |
| VisionTSType=Zero-shot Foundation Model2025.09 | 0.51 | 0.461 | |
| MOIRAIType=Zero-shot Foundation Model2025.09 | 0.66 | 0.538 | |
| ROSEType=Zero-shot Foundation Model2025.09 | 0.666 | 0.536 | |
| Chronosinput length=168, horizon=242025.11 | 22.18 | 3.176 | |
| PatchTSTinput length=168, horizon=242025.11 | 24.634 | 3.266 | |
| iTransformerinput length=168, horizon=242025.11 | 27.088 | 3.434 | |
| AlphaCastinput length=168, horizon=242025.11 | 27.113 | 3.145 | |
| TimeXerinput length=168, horizon=242025.11 | 27.306 | 3.436 | |
| Sundialinput length=168, horizon=242025.11 | 28.667 | 3.362 | |
| TimesNetinput length=168, horizon=242025.11 | 32.116 | 3.805 | |
| DLinearinput length=168, horizon=242025.11 | 32.215 | 3.842 | |
| CESinput length=168, horizon=242025.11 | 40.776 | 3.993 | |
| SNaiveinput length=168, horizon=242025.11 | 44.893 | 4.102 | |
| Autoformerinput length=168, horizon=242025.11 | 46.097 | 4.856 | |
| ARIMAinput length=168, horizon=242025.11 | 55.507 | 4.445 | |
| Prophetinput length=168, horizon=242025.11 | 57.794 | 4.999 |