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ResearchFormerly WizWand

National-level electricity forecasting on Real Dataset (test)

1.13MAPE (%)Mixture (Baseline + GNNs)
0.93722.23863.544.8414Aug 30, 2024
Updated 5mo ago

Evaluation results

MethodLinks
Mixture (Baseline + GNNs)2024.081.13844
Mixture (Baseline)2024.081.31925
GAM-Regions2024.081.481,018
Mixture (GNNs)2024.081.481,092
Feed Forward2024.081.541,071
GraphSAGEGraph construction=gl3sr2024.081.781,234
GCNGraph construction=dtw2024.081.821,276
GraphSAGEGraph construction=dtw2024.081.91,335
GraphSAGEGraph construction=space2024.081.961,350
GCNGraph construction=distsplines2024.082.041,404
GraphSAGEGraph construction=distsplines2024.082.061,410
GCNGraph construction=space2024.082.071,452
GraphSAGEGraph construction=identity2024.084.383,021
GCNGraph construction=identity2024.085.663,949
GCNGraph construction=gl3sr2024.085.954,210