Long-term Time Series Forecasting on MOPEX
4.771MSEAlphaCast
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AlphaCastlook-back window=96, prediction length=962025.11 | 4.771 | 1.353 | |
| TimeXerlook-back window=96, prediction length=962025.11 | 4.825 | 1.277 | |
| iTransformerlook-back window=96, prediction length=962025.11 | 4.883 | 1.337 | |
| TimesNetlook-back window=96, prediction length=962025.11 | 4.955 | 1.35 | |
| Sundiallook-back window=96, prediction length=962025.11 | 5.149 | 1.422 | |
| DLinearlook-back window=96, prediction length=962025.11 | 5.256 | 1.333 | |
| Chronoslook-back window=96, prediction length=962025.11 | 5.283 | 1.307 | |
| PatchTSTlook-back window=96, prediction length=962025.11 | 5.358 | 1.439 | |
| Autoformerlook-back window=96, prediction length=962025.11 | 6.168 | 1.958 | |
| CESlook-back window=96, prediction length=962025.11 | 6.399 | 1.47 | |
| SNaivelook-back window=96, prediction length=962025.11 | 7.18 | 1.619 | |
| ARIMAlook-back window=96, prediction length=962025.11 | 9.19 | 1.852 | |
| Prophetlook-back window=96, prediction length=962025.11 | 12.395 | 2.503 |