Graph Alignment on YEAST25LC 5% noise
7,480Normalized Cross Entropy (NCE)FUGAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FUGAL2025.10 | 7,480 | 53.1 | |
| FAQ(Dcx)Initialization=Convex-optimum initialization Dcx2025.10 | 7,660 | 49.8 | |
| FAQ(Dcx)initialization=Dcx2025.10 | 7,660 | 50 | |
| ChFGNN ER4Training Data=Erdos-Renyi graphs2025.10 | 7,693 | 47.6 | |
| ChFGNN-ER4training_source=sparse Erdos–Rényi graphs (d=4), transfer_mode=zero-shot2025.10 | 7,693 | 48 | |
| ChFGNNTraining Data=Specific network and noise level2025.10 | 7,732 | 54.1 | |
| ChFGNNtraining_source=target network and noise level, transfer_mode=dataset-specific2025.10 | 7,732 | 54 | |
| MAX NCEInitialization=True permutation (prior to noising)2025.10 | 7,909 | — |