Link Prediction on AIRPORT
96.7ROC AUCH2H-GCN
Evaluation results
| Method | Links | |
|---|---|---|
| H2H-GCNArchitecture Category=HYP GCNs2021.04 | 96.7 | |
| HGCNArchitecture Category=HYP GCNs2021.04 | 96.4 | |
| κ-GCNManifold=H16, d-hyperbolicity=1.02021.06 | 96.35 | |
| Q-GCNSignature=Q15,1, d-hyperbolicity=1.02021.06 | 96.3 | |
| HGCNManifold=H16, d-hyperbolicity=1.02021.06 | 96.03 | |
| HYPArchitecture Category=Shallow2021.04 | 94.5 | |
| Q-GCNSignature=Q14,2, d-hyperbolicity=1.02021.06 | 94.37 | |
| HYP-MIXEDArchitecture Category=Shallow2021.04 | 93.3 | |
| κ-GCNManifold=H8 x S8, d-hyperbolicity=1.02021.06 | 93.1 | |
| Q-GCNSignature=Q13,3, d-hyperbolicity=1.02021.06 | 92.53 | |
| EUCArchitecture Category=Shallow2021.04 | 92 | |
| EUC-MIXEDArchitecture Category=Shallow2021.04 | 91.5 | |
| HNNArchitecture Category=NNs2021.04 | 90.8 | |
| GATArchitecture Category=GCNs2021.04 | 90.5 | |
| GRAPHSAGEArchitecture Category=GCNs2021.04 | 90.4 | |
| κ-GCNManifold=S16, d-hyperbolicity=1.02021.06 | 90.38 | |
| GATManifold=Euclidean, d-hyperbolicity=1.02021.06 | 90.35 | |
| Q-GCNSignature=Q2,14, d-hyperbolicity=1.02021.06 | 90.03 | |
| SAGEManifold=Euclidean, d-hyperbolicity=1.02021.06 | 89.86 | |
| MLPArchitecture Category=NNs2021.04 | 89.8 | |
| SGCArchitecture Category=GCNs2021.04 | 89.8 | |
| SGCManifold=Euclidean, d-hyperbolicity=1.02021.06 | 89.8 | |
| GCNArchitecture Category=GCNs2021.04 | 89.3 | |
| GCNManifold=Euclidean, d-hyperbolicity=1.02021.06 | 89.24 | |
| Q-GCNSignature=Q1,15, d-hyperbolicity=1.02021.06 | 89.07 | |
| Q-GCNSignature=Q0,16, d-hyperbolicity=1.02021.06 | 89.01 |