Node classification on genius (test)
0.9077ROC AUCLINKX
Evaluation Results
| Method | Links | |
|---|---|---|
| LINKX2021.10 | 0.9077 | |
| MixHop2021.10 | 0.9058 | |
| GCNII2021.10 | 0.9024 | |
| GPR-GNN2021.10 | 0.9005 | |
| GloGNN++graph_type=undirected2023.06 | 0.9 | |
| A2DUG2023.06 | 0.8985 | |
| GCNJK2021.10 | 0.893 | |
| LINKXgraph_type=undirected2023.06 | 0.8927 | |
| FSGNN2023.06 | 0.8895 | |
| LINKXgraph_type=directed2023.06 | 0.8835 | |
| GloGNN++graph_type=directed2023.06 | 0.8782 | |
| GCN2021.10 | 0.8742 | |
| MLP2021.10 | 0.8668 | |
| Magnet2023.06 | 0.8668 | |
| MLP2023.06 | 0.8584 | |
| APPNP2021.10 | 0.8536 | |
| C&Shops=22021.10 | 0.8494 | |
| GPRGNN2023.06 | 0.8398 | |
| C&Shops=12021.10 | 0.8293 | |
| SGChops=12021.10 | 0.8236 | |
| GCN2023.06 | 0.8223 | |
| SGChops=22021.10 | 0.821 | |
| SGC2023.06 | 0.8008 | |
| LINK2021.10 | 0.7356 | |
| ACMGCN2023.06 | 0.7316 | |
| LINKgraph_type=undirected2023.06 | 0.6916 | |
| Label Propagationhops=22021.10 | 0.6704 | |
| Label Propagationhops=12021.10 | 0.6602 | |
| GATJK2021.10 | 0.567 | |
| GAT2021.10 | 0.558 | |
| LINKgraph_type=directed2023.06 | 0.5546 |