Link Prediction on Friendster
94.9AUCNMM-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| NMM-GNNEmbedding Dimension=642024.11 | 94.9 | |
| NMMEmbedding Dimension=642024.11 | 94.8 | |
| NMM (Hd/Hd)Embedding Dimension=642024.11 | 94.7 | |
| NMM (Ed/Ed)Embedding Dimension=642024.11 | 94.5 | |
| NMM (Sd/Ed)Embedding Dimension=642024.11 | 94.5 | |
| NMM (Ed/Hd)Embedding Dimension=642024.11 | 94.5 | |
| RaREEmbedding Dimension=642024.11 | 94.4 | |
| NMM (Sd/Sd)Embedding Dimension=642024.11 | 93.4 | |
| HGCNEmbedding Dimension=642024.11 | 93.3 | |
| K-GCNEmbedding Dimension=642024.11 | 93.1 | |
| NMM (Hd/Sd)Embedding Dimension=642024.11 | 93 | |
| GRAPHCLEmbedding Dimension=642024.11 | 92.8 | |
| GINEmbedding Dimension=642024.11 | 92.3 | |
| NRPEmbedding Dimension=642024.11 | 92.2 | |
| GATEmbedding Dimension=642024.11 | 92 | |
| GCNEmbedding Dimension=642024.11 | 91.9 | |
| GELTOREmbedding Dimension=642024.11 | 91.7 | |
| GraphWaveEmbedding Dimension=642024.11 | 90.5 | |
| GraphSAGEEmbedding Dimension=642024.11 | 90.5 | |
| RolxEmbedding Dimension=642024.11 | 90.3 | |
| GraRepEmbedding Dimension=642024.11 | 89.8 |