Graph Alignment on YEAST25LC 10% noise
7,035Normalized Cross EntropyFUGAL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FUGAL2025.10 | 7,035 | 44.6 | |
| FAQ(Dcx)Initialization=Convex-optimum initialization Dcx2025.10 | 7,245 | 44.7 | |
| FAQ(Dcx)initialization=Dcx2025.10 | 7,245 | 45 | |
| ChFGNN ER4Training Data=Erdos-Renyi graphs2025.10 | 7,297 | 42.3 | |
| ChFGNN-ER4training_source=sparse Erdos–Rényi graphs (d=4), transfer_mode=zero-shot2025.10 | 7,297 | 42 | |
| ChFGNNTraining Data=Specific network and noise level2025.10 | 7,404 | 51.3 | |
| ChFGNNtraining_source=target network and noise level, transfer_mode=dataset-specific2025.10 | 7,404 | 51 | |
| MAX NCEInitialization=True permutation (prior to noising)2025.10 | 7,498 | — |