Graph Alignment on Yeast PPI real-world networks
84.2AccuracyFAQ(Dcx)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FAQ(Dcx)Confidence Level=5%2025.10 | 84.2 | 8,323 | |
| SGWLConfidence Level=5%2025.10 | 83.6 | — | |
| FUGALConfidence Level=5%2025.10 | 83 | 8,311 | |
| FAQ(Dcx)Confidence Level=10%2025.10 | 82.6 | 8,317 | |
| ChFGNN ER4Confidence Level=5%, Training Data=Erdos-Renyi (avg degree 4)2025.10 | 80.3 | 8,300 | |
| FAQ(Dcx)Confidence Level=15%2025.10 | 78 | 8,289 | |
| FUGALConfidence Level=10%2025.10 | 77.7 | 8,231 | |
| FAQ(Dcx)Confidence Level=20%2025.10 | 77 | 8,294 | |
| FAQ(Dcx)Confidence Level=25%2025.10 | 76.1 | 8,306 | |
| ChFGNN ER4Confidence Level=10%, Training Data=Erdos-Renyi (avg degree 4)2025.10 | 75.3 | 8,288 | |
| FUGALConfidence Level=15%2025.10 | 74.3 | 8,172 | |
| ChFGNNConfidence Level=20%, Training Data=Pairs from first three networks2025.10 | 72.2 | 8,300 | |
| FUGALConfidence Level=20%2025.10 | 70.9 | 8,148 | |
| ChFGNNConfidence Level=25%, Training Data=Pairs from first three networks2025.10 | 69.8 | 8,291 | |
| FUGALConfidence Level=25%2025.10 | 68.6 | 8,095 | |
| ChFGNN ER4Confidence Level=15%, Training Data=Erdos-Renyi (avg degree 4)2025.10 | 67.2 | 8,252 | |
| SGWLConfidence Level=15%2025.10 | 66.6 | — | |
| ChFGNN ER4Confidence Level=20%, Training Data=Erdos-Renyi (avg degree 4)2025.10 | 63.1 | 8,213 | |
| SGWLConfidence Level=25%2025.10 | 58.8 | — | |
| ChFGNN ER4Confidence Level=25%, Training Data=Erdos-Renyi (avg degree 4)2025.10 | 53.1 | 8,080 | |
| FAQ(J)Confidence Level=5%2025.10 | 37.5 | 7,383 | |
| FAQ(J)Confidence Level=25%2025.10 | 36.4 | 7,383 | |
| FAQ(J)Confidence Level=10%2025.10 | 34.4 | 7,245 | |
| FAQ(J)Confidence Level=15%2025.10 | 29.1 | 6,807 | |
| FAQ(J)Confidence Level=20%2025.10 | 23.9 | 6,689 |