Load Forecasting on NYISO
3.17MAPEInformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| InformerMobility Features=Included2026.06 | 3.17 | 812 | 92.4 | |
| LoadKANMobility Features=Included2026.06 | 3.34 | 847 | 91.4 | |
| TCNMobility Features=Included2026.06 | 3.44 | 861 | 90.8 | |
| Trans.Mobility Features=Included2026.06 | 3.51 | 877 | 90.3 | |
| ChronosMobility Features=Included2026.06 | 4.07 | 1,009 | 83.2 | |
| LSTMMobility Features=Included2026.06 | 4.24 | 1,047 | 81.4 | |
| GRUMobility Features=Included2026.06 | 4.31 | 1,062 | 80.7 | |
| MLPMobility Features=Included2026.06 | 4.88 | 1,172 | 77.6 | |
| PureKANMobility Features=Included2026.06 | 9.87 | 2,244 | 28.1 |