Link Prediction on Cora (ROC-AUC, Rank)
93.31ROC-AUCSL-GSSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SL-GSSLAbstraction level=GRAPH2026.05 | 93.31 | 1.2 | |
| SL-GSSLAbstraction level=PROXIMITY2026.05 | 92.07 | 2.3 | |
| NCLAAbstraction level=PROXIMITY2026.05 | 91.59 | 2.7 | |
| SL-GSSLAbstraction level=NODE2026.05 | 90.5 | 1 | |
| GAEAbstraction level=PROXIMITY2026.05 | 90.24 | 3.5 | |
| VGAEAbstraction level=PROXIMITY2026.05 | 89.88 | 1.8 | |
| SL-GSSLAbstraction level=CLUSTER2026.05 | 89.17 | 1 | |
| BGRLAbstraction level=NODE2026.05 | 87.82 | 3.3 | |
| NODE2VECAbstraction level=PROXIMITY2026.05 | 86.94 | 4.7 | |
| GCMAEAbstraction level=NODE2026.05 | 86.29 | 2.7 | |
| LS-GCLAbstraction level=GRAPH2026.05 | 85.45 | 3 | |
| DGCLUSTER*Abstraction level=CLUSTER2026.05 | 84.04 | 2.2 | |
| GRACEAbstraction level=NODE2026.05 | 83.86 | 3 | |
| MVGRLAbstraction level=GRAPH2026.05 | 82.62 | 3 | |
| DGIAbstraction level=GRAPH2026.05 | 81.41 | 2.8 | |
| DGAE*Abstraction level=CLUSTER2026.05 | 69.37 | 2.8 | |
| GMM-VGAE*Abstraction level=CLUSTER2026.05 | 50.78 | 4 |