Link Prediction on USAir (Hits@50)
0.9247Hits@50L-GRACE
Evaluation Results
| Method | Links | |
|---|---|---|
| L-GRACEAugmentation Strategy=random2026.05 | 0.9247 | |
| MPLP2023.09 | 0.9212 | |
| MPLPSupervision=Supervised, Source=MPLP reported2026.05 | 0.9212 | |
| GRACEAugmentation Strategy=random2026.05 | 0.9148 | |
| MPLP+features=walk-level2023.09 | 0.9124 | |
| MPLP+Supervision=Supervised, Source=MPLP reported2026.05 | 0.9124 | |
| L-GRACEAugmentation Strategy=optim2026.05 | 0.908 | |
| L-BGRLAugmentation Strategy=optim2026.05 | 0.9066 | |
| SEAL2023.09 | 0.9047 | |
| SEALSupervision=Supervised, Source=MPLP reported2026.05 | 0.9047 | |
| GRACEAugmentation Strategy=optim2026.05 | 0.9033 | |
| CSGCLAugmentation Strategy=optim2026.05 | 0.9016 | |
| GCNSupervision=Supervised2026.05 | 0.8974 | |
| BGRLAugmentation Strategy=optim2026.05 | 0.8974 | |
| ELPH2023.09 | 0.876 | |
| ELPHSupervision=Supervised, Source=MPLP reported2026.05 | 0.876 | |
| CN2023.09 | 0.8752 | |
| BGRLAugmentation Strategy=random2026.05 | 0.8711 | |
| CSGCLAugmentation Strategy=random2026.05 | 0.8626 | |
| NCNC2023.09 | 0.8616 | |
| NCNCSupervision=Supervised, Source=MPLP reported2026.05 | 0.8616 | |
| Neo-GNN2023.09 | 0.8607 | |
| RA2023.09 | 0.8595 | |
| AA2023.09 | 0.8551 | |
| SAGE2023.09 | 0.8381 | |
| L-BGRLAugmentation Strategy=random2026.05 | 0.7981 | |
| GCN2023.09 | 0.7329 | |
| GCNSupervision=Supervised, Source=MPLP reported2026.05 | 0.7329 |