Link Prediction on Router (Hits@50)
64.68Hits@50MPLP
Evaluation results
| Method | Links | |
|---|---|---|
| MPLPSupervision=Supervised, Source=MPLP reported2026.05 | 64.68 | |
| ELPHSupervision=Supervised, Source=MPLP reported2026.05 | 61.07 | |
| SEALSupervision=Supervised, Source=MPLP reported2026.05 | 61 | |
| MPLP+Supervision=Supervised, Source=MPLP reported2026.05 | 60.94 | |
| BGRLAugmentation Strategy=optim2026.05 | 54.25 | |
| GRACEAugmentation Strategy=optim2026.05 | 53.76 | |
| NCNCSupervision=Supervised, Source=MPLP reported2026.05 | 52.45 | |
| L-BGRLAugmentation Strategy=optim2026.05 | 49.9 | |
| CSGCLAugmentation Strategy=optim2026.05 | 45.59 | |
| CSGCLAugmentation Strategy=random2026.05 | 40.11 | |
| L-BGRLAugmentation Strategy=random2026.05 | 39.72 | |
| L-GRACEAugmentation Strategy=random2026.05 | 34.67 | |
| BGRLAugmentation Strategy=random2026.05 | 30.95 | |
| GRACEAugmentation Strategy=random2026.05 | 29.91 | |
| L-GRACEAugmentation Strategy=optim2026.05 | 29.76 | |
| GCNSupervision=Supervised2026.05 | 26.36 | |
| GCNSupervision=Supervised, Source=MPLP reported2026.05 | 24.42 |