Multivariate long-term forecasting on Weather standard (test)
0.241MSETimeXer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeXerlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.241 | 0.271 | |
| iTransformerlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.258 | 0.278 | |
| PatchTSTlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.259 | 0.281 | |
| Crossformerlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.259 | 0.315 | |
| TimesNetlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.259 | 0.287 | |
| DLinearlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.265 | 0.317 | |
| TiDElook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.271 | 0.32 | |
| RLinearlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.272 | 0.291 | |
| SCINetlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.292 | 0.363 | |
| Autoformerlook-back length L=96, prediction lengths S={96, 192, 336, 720}2024.02 | 0.338 | 0.382 |