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Electricity Load Forecasting on ICED/NASA POWER Chandigarh dataset 24-Hour Horizon (test)
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15.77
MAE (MW)
Transformer
15.536
17.1155
18.695
20.2745
Jun 16, 2026
MAE (MW)
MAPE (%)
24h Avg MAE (MW)
24h Avg MAPE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE (MW)
MAPE (%)
24h Avg MAE (MW)
24h Avg MAPE (%)
Transformer
Formulation=Delta
2026.06
15.77
6.88
16.21
7.65
LSTM
Formulation=Delta
2026.06
16.45
7.15
17.35
8.09
Transformer
Formulation=Absolute
2026.06
16.69
7.47
15.72
7.06
LSTM
Formulation=Absolute
2026.06
16.7
7.28
17.24
8.1
LightGBM
Formulation=Absolute
2026.06
20.54
8.38
18.65
7.81
LightGBM
Formulation=Delta
2026.06
21.62
8.97
19.1
8.43
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