Long-term Time Series Forecasting on ETTh
7.641MSEAlphaCast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AlphaCastlook-back window=96, prediction length=962025.11 | 7.641 | 2.017 | |
| TimesNetlook-back window=96, prediction length=962025.11 | 7.94 | 2.079 | |
| iTransformerlook-back window=96, prediction length=962025.11 | 8.307 | 2.136 | |
| PatchTSTlook-back window=96, prediction length=962025.11 | 8.396 | 2.169 | |
| DLinearlook-back window=96, prediction length=962025.11 | 8.506 | 2.239 | |
| TimeXerlook-back window=96, prediction length=962025.11 | 8.765 | 2.204 | |
| Chronoslook-back window=96, prediction length=962025.11 | 9.397 | 2.25 | |
| Sundiallook-back window=96, prediction length=962025.11 | 9.437 | 2.314 | |
| SNaivelook-back window=96, prediction length=962025.11 | 10.753 | 2.469 | |
| ARIMAlook-back window=96, prediction length=962025.11 | 10.879 | 2.429 | |
| Autoformerlook-back window=96, prediction length=962025.11 | 11.598 | 2.637 | |
| CESlook-back window=96, prediction length=962025.11 | 24.218 | 3.646 | |
| Prophetlook-back window=96, prediction length=962025.11 | 46.697 | 4.592 |