Graph Alignment on AQSOL (test)
83.2Accuracy (Test)GatedGCN
Evaluation Results
| Method | Links | |
|---|---|---|
| GatedGCNNoise level=4%2025.05 | 83.2 | |
| GCNNoise level=4%2025.05 | 80.1 | |
| GINNoise level=4%2025.05 | 79.6 | |
| GatedGCNNoise level=6%2025.05 | 78.8 | |
| GATNoise level=4%2025.05 | 78.8 | |
| GATv2Noise level=4%2025.05 | 78.4 | |
| GCNNoise level=6%2025.05 | 75.2 | |
| GatedGCNNoise level=8%2025.05 | 74.7 | |
| GATNoise level=6%2025.05 | 74.7 | |
| GINNoise level=6%2025.05 | 74.4 | |
| GATv2Noise level=6%2025.05 | 74.3 | |
| GATNoise level=8%2025.05 | 71.5 | |
| GATv2Noise level=8%2025.05 | 71.2 | |
| GCNNoise level=8%2025.05 | 70.2 | |
| GINNoise level=8%2025.05 | 70.1 | |
| GatedGCNNoise level=12%2025.05 | 67.2 | |
| LaplacianNoise level=4%2025.05 | 64.4 | |
| GATv2Noise level=12%2025.05 | 63.4 | |
| GatedGCNNoise level=15%2025.05 | 63.3 | |
| GATNoise level=12%2025.05 | 63.1 | |
| GCNNoise level=12%2025.05 | 61.5 | |
| GINNoise level=12%2025.05 | 61 | |
| GATv2Noise level=15%2025.05 | 58.8 | |
| GATNoise level=15%2025.05 | 58.5 | |
| GatedGCNNoise level=18%2025.05 | 57 | |
| GINNoise level=15%2025.05 | 56.8 | |
| GCNNoise level=15%2025.05 | 55.7 | |
| LaplacianNoise level=6%2025.05 | 54.8 | |
| GATv2Noise level=18%2025.05 | 53.2 | |
| GATNoise level=18%2025.05 | 52.6 | |
| GINNoise level=18%2025.05 | 50.9 | |
| GCNNoise level=18%2025.05 | 50.2 | |
| LaplacianNoise level=8%2025.05 | 48.7 | |
| GatedGCNNoise level=24%2025.05 | 48.2 | |
| GATv2Noise level=24%2025.05 | 44.2 | |
| GATNoise level=24%2025.05 | 43.9 | |
| GINNoise level=24%2025.05 | 43 | |
| GCNNoise level=24%2025.05 | 41.7 | |
| GatedGCNNoise level=30%2025.05 | 40.3 | |
| LaplacianNoise level=12%2025.05 | 40 | |
| GATv2Noise level=30%2025.05 | 36.7 | |
| LaplacianNoise level=15%2025.05 | 36.6 | |
| GATNoise level=30%2025.05 | 36.6 | |
| GINNoise level=30%2025.05 | 35.4 | |
| GCNNoise level=30%2025.05 | 34.3 | |
| LaplacianNoise level=18%2025.05 | 33.1 | |
| LaplacianNoise level=24%2025.05 | 29.4 | |
| LaplacianNoise level=30%2025.05 | 27 |