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ResearchFormerly WizWand

National-level electricity forecasting on Synthetic Dataset (Σ = ρ(Wλ)) (test)

1.08MAPE (%)Mixture (Baseline + GNNs)
0.97041.71022.453.1898Aug 30, 2024
Updated 5mo ago

Evaluation results

MethodLinks
Mixture (Baseline + GNNs)2024.081.08647
GAM-Regions2024.081.11662
Mixture (Baseline)2024.081.11662
Mixture (GNNs)2024.081.12677
GraphSAGEGraph construction=gl3sr2024.081.15701
GraphSAGEGraph construction=dtw2024.081.21735
GraphSAGEGraph construction=distsplines2024.081.22741
GCNGraph construction=gl3sr2024.081.25743
GraphSAGEGraph construction=identity2024.081.25755
GCNGraph construction=space2024.081.26749
GCNGraph construction=dtw2024.081.26753
GCNGraph construction=distsplines2024.081.29764
GraphSAGEGraph construction=space2024.081.29778
GCNGraph construction=identity2024.081.43834
Feed Forward2024.083.823,141