Link Prediction on Yeast (Hits@50)
85.36Hits@50MPLP
Evaluation Results
| Method | Links | |
|---|---|---|
| MPLP2023.09 | 85.36 | |
| MPLPSupervision=Supervised, Source=MPLP reported2026.05 | 85.36 | |
| MPLP+features=walk-level2023.09 | 84.95 | |
| MPLP+Supervision=Supervised, Source=MPLP reported2026.05 | 84.95 | |
| L-GRACEAugmentation Strategy=optim2026.05 | 84.38 | |
| L-GRACEAugmentation Strategy=random2026.05 | 84.33 | |
| BGRLAugmentation Strategy=optim2026.05 | 84.25 | |
| GRACEAugmentation Strategy=random2026.05 | 84.23 | |
| L-BGRLAugmentation Strategy=optim2026.05 | 84.22 | |
| GCNSupervision=Supervised2026.05 | 84.19 | |
| SEAL2023.09 | 83.92 | |
| SEALSupervision=Supervised, Source=MPLP reported2026.05 | 83.92 | |
| CSGCLAugmentation Strategy=optim2026.05 | 83.53 | |
| Neo-GNN2023.09 | 83.14 | |
| GRACEAugmentation Strategy=optim2026.05 | 83.14 | |
| ELPH2023.09 | 82.74 | |
| ELPHSupervision=Supervised, Source=MPLP reported2026.05 | 82.74 | |
| BGRLAugmentation Strategy=random2026.05 | 82.72 | |
| NCNC2023.09 | 82 | |
| NCNCSupervision=Supervised, Source=MPLP reported2026.05 | 82 | |
| CSGCLAugmentation Strategy=random2026.05 | 81.68 | |
| L-BGRLAugmentation Strategy=random2026.05 | 81.52 | |
| AA2023.09 | 73.62 | |
| RA2023.09 | 73.62 | |
| GCN2023.09 | 73.15 | |
| GCNSupervision=Supervised, Source=MPLP reported2026.05 | 73.15 | |
| CN2023.09 | 72.6 | |
| SAGE2023.09 | 71.06 |