Link Prediction on Wikipedia Hyperlink
98AUCNMM
Evaluation Results
| Method | Links | |
|---|---|---|
| NMMEmbedding dimension=642024.11 | 98 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/H^d2024.11 | 97.8 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/E^d2024.11 | 97.6 | |
| RaREEmbedding dimension=642024.11 | 97.5 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/E^d2024.11 | 97.5 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/H^d2024.11 | 97.3 | |
| NMM-GNNEmbedding dimension=642024.11 | 97.3 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/S^d2024.11 | 97 | |
| NRPEmbedding dimension=642024.11 | 96.9 | |
| kappa-GCNEmbedding dimension=642024.11 | 96.9 | |
| HGCNEmbedding dimension=642024.11 | 94.1 | |
| GRAPHCLEmbedding dimension=642024.11 | 92.7 | |
| GINEmbedding dimension=642024.11 | 92.3 | |
| GELTOREmbedding dimension=642024.11 | 92.3 | |
| GATEmbedding dimension=642024.11 | 92.1 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/S^d2024.11 | 92.1 | |
| GCNEmbedding dimension=642024.11 | 92 | |
| GraphSAGEEmbedding dimension=642024.11 | 89.4 | |
| RolxEmbedding dimension=642024.11 | 82.6 | |
| GraphWaveEmbedding dimension=642024.11 | 81.8 | |
| GraRepEmbedding dimension=642024.11 | 76.8 |