Link Prediction on Wikipedia Clickstream
0.956AUCNMM-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| NMM-GNNEmbedding dimension=642024.11 | 0.956 | |
| RaREEmbedding dimension=642024.11 | 0.93 | |
| NMMEmbedding dimension=642024.11 | 0.928 | |
| NRPEmbedding dimension=642024.11 | 0.918 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/H^d2024.11 | 0.917 | |
| GELTOREmbedding dimension=642024.11 | 0.914 | |
| GINEmbedding dimension=642024.11 | 0.912 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/H^d2024.11 | 0.912 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/E^d2024.11 | 0.91 | |
| GRAPHCLEmbedding dimension=642024.11 | 0.909 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=E^d/E^d2024.11 | 0.906 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=S^d/S^d2024.11 | 0.903 | |
| kappa-GCNEmbedding dimension=642024.11 | 0.902 | |
| HGCNEmbedding dimension=642024.11 | 0.899 | |
| GCNEmbedding dimension=642024.11 | 0.895 | |
| GraphSAGEEmbedding dimension=642024.11 | 0.893 | |
| GATEmbedding dimension=642024.11 | 0.89 | |
| NMMEmbedding dimension=64, Geometric space (homophily/social influence)=H^d/S^d2024.11 | 0.865 | |
| GraphWaveEmbedding dimension=642024.11 | 0.861 | |
| RolxEmbedding dimension=642024.11 | 0.854 | |
| GraRepEmbedding dimension=642024.11 | 0.796 |