Long-term forecasting on CESNET2
0.632MSENEST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NESTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.632 | 0.559 | |
| PatchTSTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.654 | 0.573 | |
| iTransformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.676 | 0.583 | |
| UniTSHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.729 | 0.607 | |
| DLinearHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.749 | 0.688 | |
| FEDformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.842 | 0.695 | |
| AutoformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.966 | 0.765 | |
| InformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 3.119 | 1.496 |