Link Prediction on LiveJournal
0.868AUCNMM-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| NMM-GNNEmbedding Dimension=642024.11 | 0.868 | |
| NMMEmbedding Dimension=642024.11 | 0.842 | |
| RaREEmbedding Dimension=642024.11 | 0.799 | |
| NMM (Ed/Hd)Embedding Dimension=642024.11 | 0.792 | |
| NRPEmbedding Dimension=642024.11 | 0.787 | |
| NMM (Hd/Hd)Embedding Dimension=642024.11 | 0.76 | |
| NMM (Sd/Ed)Embedding Dimension=642024.11 | 0.745 | |
| NMM (Ed/Ed)Embedding Dimension=642024.11 | 0.712 | |
| GRAPHCLEmbedding Dimension=642024.11 | 0.694 | |
| K-GCNEmbedding Dimension=642024.11 | 0.691 | |
| NMM (Sd/Sd)Embedding Dimension=642024.11 | 0.69 | |
| NMM (Hd/Sd)Embedding Dimension=642024.11 | 0.688 | |
| HGCNEmbedding Dimension=642024.11 | 0.685 | |
| GINEmbedding Dimension=642024.11 | 0.672 | |
| GATEmbedding Dimension=642024.11 | 0.653 | |
| GELTOREmbedding Dimension=642024.11 | 0.653 | |
| GCNEmbedding Dimension=642024.11 | 0.626 | |
| RolxEmbedding Dimension=642024.11 | 0.601 | |
| GraphWaveEmbedding Dimension=642024.11 | 0.59 | |
| GraphSAGEEmbedding Dimension=642024.11 | 0.59 | |
| GraRepEmbedding Dimension=642024.11 | 0.567 |