Long-term forecasting on CESNET4
0.364Mean Squared ErrorNEST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NESTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.364 | 0.405 | |
| PatchTSTHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.382 | 0.416 | |
| iTransformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.406 | 0.425 | |
| UniTSHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.446 | 0.439 | |
| FEDformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.452 | 0.487 | |
| AutoformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.635 | 0.601 | |
| DLinearHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 0.771 | 0.725 | |
| InformerHistory sequence length=512, Prediction lengths={96, 192, 336, 720}2026.07 | 2.222 | 1.312 |