Graph Alignment on CoraFull (test)
80.7Test AccuracyGatedGCN
Evaluation Results
| Method | Links | |
|---|---|---|
| GatedGCNNoise level=4%2025.05 | 80.7 | |
| GATNoise level=4%2025.05 | 79.6 | |
| GINNoise level=4%2025.05 | 79.5 | |
| GATv2Noise level=4%2025.05 | 78.8 | |
| GCNNoise level=4%2025.05 | 77.9 | |
| GatedGCNNoise level=6%2025.05 | 76.2 | |
| GATNoise level=6%2025.05 | 74.5 | |
| GINNoise level=6%2025.05 | 74.3 | |
| GATv2Noise level=6%2025.05 | 74.3 | |
| GCNNoise level=6%2025.05 | 72.4 | |
| GatedGCNNoise level=8%2025.05 | 70.5 | |
| GATv2Noise level=8%2025.05 | 68.5 | |
| GATNoise level=8%2025.05 | 68.4 | |
| GINNoise level=8%2025.05 | 66.8 | |
| GCNNoise level=8%2025.05 | 65.4 | |
| GatedGCNNoise level=12%2025.05 | 61.7 | |
| GATNoise level=12%2025.05 | 58.8 | |
| GATv2Noise level=12%2025.05 | 58.6 | |
| GINNoise level=12%2025.05 | 58.5 | |
| GatedGCNNoise level=15%2025.05 | 55.1 | |
| GCNNoise level=12%2025.05 | 54.6 | |
| GATNoise level=15%2025.05 | 51.7 | |
| GATv2Noise level=15%2025.05 | 51.6 | |
| GINNoise level=15%2025.05 | 51.2 | |
| GCNNoise level=15%2025.05 | 47.5 | |
| GatedGCNNoise level=18%2025.05 | 46.9 | |
| GATNoise level=18%2025.05 | 43.6 | |
| GATv2Noise level=18%2025.05 | 43.3 | |
| GINNoise level=18%2025.05 | 43 | |
| GCNNoise level=18%2025.05 | 39.2 | |
| GatedGCNNoise level=24%2025.05 | 35.1 | |
| GATNoise level=24%2025.05 | 31.9 | |
| GINNoise level=24%2025.05 | 31.6 | |
| GATv2Noise level=24%2025.05 | 31.6 | |
| GCNNoise level=24%2025.05 | 28.2 | |
| GatedGCNNoise level=30%2025.05 | 25.2 | |
| GINNoise level=30%2025.05 | 22.8 | |
| GATv2Noise level=30%2025.05 | 22.8 | |
| GATNoise level=30%2025.05 | 22.6 | |
| GCNNoise level=30%2025.05 | 20.6 | |
| LaplacianNoise level=4%2025.05 | 18.2 | |
| LaplacianNoise level=6%2025.05 | 15.3 | |
| LaplacianNoise level=8%2025.05 | 13.5 | |
| LaplacianNoise level=12%2025.05 | 11.4 | |
| LaplacianNoise level=10.12025.05 | 10.1 | |
| LaplacianNoise level=18%2025.05 | 9 | |
| LaplacianNoise level=24%2025.05 | 8 | |
| LaplacianNoise level=30%2025.05 | 6.9 |