Long-term Time Series Forecasting on Sunny Power (SP)
13.294MSEAlphaCast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AlphaCastlook-back window=96, prediction length=962025.11 | 13.294 | 1.843 | |
| iTransformerlook-back window=96, prediction length=962025.11 | 17.956 | 2.673 | |
| TimesNetlook-back window=96, prediction length=962025.11 | 18.426 | 2.781 | |
| DLinearlook-back window=96, prediction length=962025.11 | 19.058 | 2.735 | |
| PatchTSTlook-back window=96, prediction length=962025.11 | 19.435 | 2.782 | |
| TimeXerlook-back window=96, prediction length=962025.11 | 20.114 | 2.915 | |
| Autoformerlook-back window=96, prediction length=962025.11 | 39.129 | 4.339 | |
| Prophetlook-back window=96, prediction length=962025.11 | 64.807 | 6.442 | |
| CESlook-back window=96, prediction length=962025.11 | 78.713 | 4.555 | |
| Chronoslook-back window=96, prediction length=962025.11 | 79.245 | 4.566 | |
| SNaivelook-back window=96, prediction length=962025.11 | 79.611 | 4.558 | |
| ARIMAlook-back window=96, prediction length=962025.11 | 80.478 | 4.598 | |
| Sundiallook-back window=96, prediction length=962025.11 | 100.304 | 6.687 |