Link Prediction on CiteSeer (ROC AUC)
97.01ROC AUCQ-GCN
Evaluation Results
| Method | Links | |
|---|---|---|
| Q-GCNSignature=Q1,15, d-hyperbolicity=4.52021.06 | 97.01 | |
| HGCNManifold=H16, d-hyperbolicity=4.52021.06 | 96.31 | |
| Q-GCNSignature=Q0,16, d-hyperbolicity=4.52021.06 | 96.21 | |
| κ-GCNManifold=S16, d-hyperbolicity=4.52021.06 | 95.79 | |
| κ-GCNManifold=H16, d-hyperbolicity=4.52021.06 | 95.34 | |
| Q-GCNSignature=Q2,14, d-hyperbolicity=4.52021.06 | 94.8 | |
| Q-GCNSignature=Q14,2, d-hyperbolicity=4.52021.06 | 94.78 | |
| Q-GCNSignature=Q15,1, d-hyperbolicity=4.52021.06 | 94.76 | |
| Q-GCNSignature=Q13,3, d-hyperbolicity=4.52021.06 | 94.54 | |
| κ-GCNManifold=H8 x S8, d-hyperbolicity=4.52021.06 | 93.44 | |
| SAGEManifold=Euclidean, d-hyperbolicity=4.52021.06 | 90.71 | |
| SGCManifold=Euclidean, d-hyperbolicity=4.52021.06 | 89.61 | |
| GATManifold=Euclidean, d-hyperbolicity=4.52021.06 | 87.24 | |
| GCNManifold=Euclidean, d-hyperbolicity=4.52021.06 | 85.48 |