Electricity Load Forecasting on ICED/NASA POWER Chandigarh dataset 24-Hour Horizon (test)
15.77MAE (MW)Transformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TransformerFormulation=Delta2026.06 | 15.77 | 6.88 | 16.21 | 7.65 | |
| LSTMFormulation=Delta2026.06 | 16.45 | 7.15 | 17.35 | 8.09 | |
| TransformerFormulation=Absolute2026.06 | 16.69 | 7.47 | 15.72 | 7.06 | |
| LSTMFormulation=Absolute2026.06 | 16.7 | 7.28 | 17.24 | 8.1 | |
| LightGBMFormulation=Absolute2026.06 | 20.54 | 8.38 | 18.65 | 7.81 | |
| LightGBMFormulation=Delta2026.06 | 21.62 | 8.97 | 19.1 | 8.43 |