Long-term forecasting on CESNET1
0.294MSENEST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NESTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.294 | 0.375 | |
| PatchTSTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.31 | 0.383 | |
| iTransformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.345 | 0.398 | |
| UniTSHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.42 | 0.427 | |
| FEDformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.531 | 0.553 | |
| AutoformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.699 | 0.637 | |
| DLinearHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 1.143 | 0.925 | |
| InformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 4.901 | 1.969 |