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Node Regression on Power grid (test)

2.91Test LossCoED GNN
1.8848.809515.73522.6605Oct 18, 2024

Evaluation results

MethodLinks
CoED GNNStarting Graph=Undirected, Feature=Learning continuous edge directions2024.102.91
DirGATStarting Graph=Directed (Ground Truth)2024.103.28
DirGCNStarting Graph=Directed (Ground Truth)2024.106.15
GATStarting Graph=Directed (Ground Truth)2024.1013.57
MagNetStarting Graph=Directed (Ground Truth)2024.1018.05
GCNStarting Graph=Directed (Ground Truth)2024.1028.56