Long-term forecasting on CESNET5
0.682MSENEST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NESTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.682 | 0.466 | |
| DLinearHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.691 | 0.479 | |
| PatchTSTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.692 | 0.474 | |
| iTransformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.693 | 0.472 | |
| InformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.746 | 0.509 | |
| UniTSHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.779 | 0.511 | |
| FEDformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.79 | 0.531 | |
| AutoformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.806 | 0.537 |