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Graph Alignment on PCQM4M v2 (test)

91.7Test AccuracyGatedGCN
31.58847.19462.878.406May 19, 2025
Updated 4mo ago

Evaluation results

MethodLinks
GatedGCNNoise level=4%2025.0591.7
GINNoise level=4%2025.0589.4
GCNNoise level=4%2025.0589.1
GATv2Noise level=4%2025.0588.6
GATNoise level=4%2025.0588.5
GatedGCNNoise level=6%2025.0588.2
GatedGCNNoise level=8%2025.0585.9
GINNoise level=6%2025.0584.9
GATNoise level=6%2025.0584.9
GCNNoise level=6%2025.0584.7
GATv2Noise level=6%2025.0584.3
GATNoise level=8%2025.0581.9
GINNoise level=8%2025.0581.8
GATv2Noise level=8%2025.0581.8
GCNNoise level=8%2025.0581
GatedGCNNoise level=12%2025.0578.2
LaplacianNoise level=4%2025.0575.6
GATv2Noise level=12%2025.0573.7
GATNoise level=12%2025.0573.5
GINNoise level=12%2025.0572.3
GCNNoise level=12%2025.0571.5
GatedGCNNoise level=15%2025.0570.2
GatedGCNNoise level=18%2025.0569.9
LaplacianNoise level=6%2025.0568.3
GATNoise level=15%2025.0566
GATv2Noise level=15%2025.0565.7
GATv2Noise level=18%2025.0564.7
GATNoise level=18%2025.0564.5
GINNoise level=15%2025.0564.3
GINNoise level=18%2025.0563.6
GCNNoise level=18%2025.0562
GCNNoise level=15%2025.0561.7
GatedGCNNoise level=24%2025.0560.4
LaplacianNoise level=8%2025.0560.1
GATv2Noise level=24%2025.0555.2
GATNoise level=24%2025.0554.7
GINNoise level=24%2025.0554.3
GatedGCNNoise level=30%2025.0552.3
GCNNoise level=24%2025.0552.1
LaplacianNoise level=12%2025.0550.4
GATv2Noise level=30%2025.0547.2
GINNoise level=30%2025.0546.8
GATNoise level=30%2025.0546.8
LaplacianNoise level=15%2025.0545.9
GCNNoise level=30%2025.0544.4
LaplacianNoise level=18%2025.0543.3
LaplacianNoise level=24%2025.0538.8
LaplacianNoise level=30%2025.0533.9