Long-term Time Series Forecasting on Windy Power (WP)
1,548.825MSEAlphaCast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AlphaCastlook-back window=96, prediction length=962025.11 | 1,548.825 | 24.54 | |
| TimesNetlook-back window=96, prediction length=962025.11 | 1,930.876 | 29.398 | |
| DLinearlook-back window=96, prediction length=962025.11 | 1,932.2 | 29.325 | |
| SNaivelook-back window=96, prediction length=962025.11 | 1,948.056 | 27.876 | |
| iTransformerlook-back window=96, prediction length=962025.11 | 2,063.985 | 29.893 | |
| ARIMAlook-back window=96, prediction length=962025.11 | 2,166.644 | 28.767 | |
| Sundiallook-back window=96, prediction length=962025.11 | 2,167.943 | 31.218 | |
| TimeXerlook-back window=96, prediction length=962025.11 | 2,169.818 | 31.914 | |
| Chronoslook-back window=96, prediction length=962025.11 | 2,268.519 | 29.617 | |
| PatchTSTlook-back window=96, prediction length=962025.11 | 2,269.641 | 32.462 | |
| Autoformerlook-back window=96, prediction length=962025.11 | 2,567.613 | 37.002 | |
| Prophetlook-back window=96, prediction length=962025.11 | 8,071.244 | 56.059 | |
| CESlook-back window=96, prediction length=962025.11 | 9,364.98 | 42.04 |