Link Prediction on E.coli (Hits@50)
87.07Hits@50MPLP+
Evaluation Results
| Method | Links | |
|---|---|---|
| MPLP+features=walk-level2023.09 | 87.07 | |
| MPLP+Supervision=Supervised, Source=MPLP reported2026.05 | 87.07 | |
| MPLP2023.09 | 86.11 | |
| MPLPSupervision=Supervised, Source=MPLP reported2026.05 | 86.11 | |
| GRACEAugmentation Strategy=optim2026.05 | 84.32 | |
| L-GRACEAugmentation Strategy=optim2026.05 | 84.27 | |
| CSGCLAugmentation Strategy=optim2026.05 | 84.16 | |
| NCNC2023.09 | 83.94 | |
| NCNCSupervision=Supervised, Source=MPLP reported2026.05 | 83.94 | |
| SEAL2023.09 | 83.42 | |
| SEALSupervision=Supervised, Source=MPLP reported2026.05 | 83.42 | |
| L-BGRLAugmentation Strategy=optim2026.05 | 83.34 | |
| BGRLAugmentation Strategy=optim2026.05 | 82.95 | |
| GRACEAugmentation Strategy=random2026.05 | 81.93 | |
| GCNSupervision=Supervised2026.05 | 81.91 | |
| L-BGRLAugmentation Strategy=random2026.05 | 81.75 | |
| L-GRACEAugmentation Strategy=random2026.05 | 81.67 | |
| BGRLAugmentation Strategy=random2026.05 | 81.63 | |
| CSGCLAugmentation Strategy=random2026.05 | 81.5 | |
| SAGE2023.09 | 75.6 | |
| ELPH2023.09 | 75.25 | |
| ELPHSupervision=Supervised, Source=MPLP reported2026.05 | 75.25 | |
| RA2023.09 | 74.45 | |
| Neo-GNN2023.09 | 73.76 | |
| AA2023.09 | 68.13 | |
| GCN2023.09 | 61.02 | |
| GCNSupervision=Supervised, Source=MPLP reported2026.05 | 61.02 | |
| CN2023.09 | 51.74 |