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ResearchFormerly WizWand

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

1.75MAPEGAM-Regions
1.64042.38023.123.8598Aug 30, 2024
Updated 5mo ago

Evaluation results

MethodLinks
GAM-Regions2024.081.751,043
Mixture (Baseline)2024.081.761,044
Mixture (Baseline + GNNs)2024.081.761,050
GraphSAGEGraph construction=identity2024.081.781,066
GraphSAGEGraph construction=distsplines2024.081.841,116
GraphSAGEGraph construction=space2024.081.851,112
GraphSAGEGraph construction=dtw2024.081.861,127
GraphSAGEGraph construction=gl3sr2024.081.921,171
GCNGraph construction=gl3sr2024.081.971,160
GCNGraph construction=space2024.081.981,169
Mixture (GNNs)2024.081.981,171
GCNGraph construction=dtw2024.081.991,171
GCNGraph construction=distsplines2024.082.011,185
GCNGraph construction=identity2024.082.161,259
Feed Forward2024.084.493,213