Time Series Forecasting on UpperPen (test)
0.96RMSEExformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Exformerhorizon=2882026.07 | 0.96 | 0.04 | |
| PFformerhorizon=2882026.07 | 1.01 | 0.06 | |
| DANhorizon=2882026.07 | 1.1 | 0.15 | |
| iTransformerhorizon=2882026.07 | 1.12 | 0.11 | |
| Nlinearhorizon=2882026.07 | 1.57 | 0.45 | |
| NEC+horizon=2882026.07 | 2.22 | 0.95 | |
| FEDformerhorizon=2882026.07 | 3.05 | 1.87 | |
| Dlinearhorizon=2882026.07 | 3.53 | 2.35 | |
| Informerhorizon=2882026.07 | 5.88 | 4.1 | |
| LSTM-Attenhorizon=2882026.07 | 6.35 | 4.76 |