Social Network Classification on Friendster
83.3JINMM-GNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NMM-GNNEmbedding Dimension=642024.11 | 83.3 | 21.8 | 57.7 | |
| NMMEmbedding Dimension=642024.11 | 79.8 | 22.1 | 56.3 | |
| NMM (Ed/Hd)Embedding Dimension=642024.11 | 79.1 | 22.6 | 55.4 | |
| NMM (Hd/Hd)Embedding Dimension=642024.11 | 78.8 | 23.3 | 55 | |
| NMM (Sd/Ed)Embedding Dimension=642024.11 | 77.5 | 23.3 | 54.3 | |
| NMM (Ed/Ed)Embedding Dimension=642024.11 | 77 | 24.7 | 52.8 | |
| RaREEmbedding Dimension=642024.11 | 75.7 | 22.5 | 55 | |
| NMM (Sd/Sd)Embedding Dimension=642024.11 | 75.3 | 26.2 | 52.5 | |
| NMM (Hd/Sd)Embedding Dimension=642024.11 | 74.6 | 26.9 | 50.6 | |
| NRPEmbedding Dimension=642024.11 | 72.2 | 22.6 | 52.8 | |
| HGCNEmbedding Dimension=642024.11 | 69.9 | 24.3 | 49.9 | |
| K-GCNEmbedding Dimension=642024.11 | 69.4 | 24.1 | 50.3 | |
| GRAPHCLEmbedding Dimension=642024.11 | 68.1 | 25.5 | 49.9 | |
| GELTOREmbedding Dimension=642024.11 | 66.7 | 27.9 | 47.5 | |
| GCNEmbedding Dimension=642024.11 | 66.5 | 28 | 47.2 | |
| GATEmbedding Dimension=642024.11 | 66.3 | 28 | 46.8 | |
| GINEmbedding Dimension=642024.11 | 66 | 27.7 | 48.1 | |
| GraphSAGEEmbedding Dimension=642024.11 | 64.1 | 28.7 | 43.4 | |
| GraphWaveEmbedding Dimension=642024.11 | 59.1 | 31.5 | 41.1 | |
| RolxEmbedding Dimension=642024.11 | 58.8 | 33.9 | 40.9 | |
| GraRepEmbedding Dimension=642024.11 | 53.6 | 34.2 | 40.6 |