Multivariate long-term time series forecasting on Electricity (test) - Efficiency Metrics
12.8Training Time (s)RCF part
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RCF partLook-back length=96, Forecast horizon=7202024.09 | 12.8 | — | 0 | |
| DLinearLook-back length=96, Forecast horizon=7202024.09 | 18.1 | — | — | |
| CycleNet/LinearLook-back length=96, Forecast horizon=7202024.09 | 29.6 | — | — | |
| CycleNet/MLPLook-back length=96, Forecast horizon=7202024.09 | 30.8 | — | — | |
| iTransformerLook-back length=96, Forecast horizon=7202024.09 | 35.1 | — | — | |
| InformerLook-back length=96, Forecast horizon=7202024.09 | 70.1 | — | — | |
| AutoformerLook-back length=96, Forecast horizon=7202024.09 | 107.7 | — | — | |
| PatchTSTLook-back length=96, Forecast horizon=7202024.09 | 129.5 | — | — | |
| FEDformerLook-back length=96, Forecast horizon=7202024.09 | 238.7 | — | — |