Long-term Time Series Forecasting on ETTm
2.414MSEAlphaCast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AlphaCastlook-back window=96, prediction length=962025.11 | 2.414 | 1.057 | |
| TimesNetlook-back window=96, prediction length=962025.11 | 2.439 | 1.066 | |
| TimeXerlook-back window=96, prediction length=962025.11 | 2.557 | 1.113 | |
| PatchTSTlook-back window=96, prediction length=962025.11 | 2.622 | 1.114 | |
| DLinearlook-back window=96, prediction length=962025.11 | 2.631 | 1.138 | |
| ARIMAlook-back window=96, prediction length=962025.11 | 2.709 | 1.168 | |
| SNaivelook-back window=96, prediction length=962025.11 | 2.746 | 1.186 | |
| Chronoslook-back window=96, prediction length=962025.11 | 2.749 | 1.18 | |
| iTransformerlook-back window=96, prediction length=962025.11 | 3.136 | 1.277 | |
| Sundiallook-back window=96, prediction length=962025.11 | 3.211 | 1.258 | |
| CESlook-back window=96, prediction length=962025.11 | 4.124 | 1.483 | |
| Autoformerlook-back window=96, prediction length=962025.11 | 4.224 | 1.571 | |
| Prophetlook-back window=96, prediction length=962025.11 | 21.183 | 3.113 |