Electricity Load Forecasting on ICED/NASA POWER Chandigarh dataset 1-Hour Horizon (test)
5.45MAE (MW)LSTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LSTMFormulation=Delta2026.06 | 5.45 | 2.55 | |
| LightGBMFormulation=Delta2026.06 | 5.89 | 2.67 | |
| TransformerFormulation=Delta2026.06 | 7.37 | 3.5 | |
| LSTMFormulation=Absolute2026.06 | 13.05 | 5.67 | |
| LightGBMFormulation=Absolute2026.06 | 13.1 | 5.57 | |
| TransformerFormulation=Absolute2026.06 | 15.73 | 6.96 |