Node Classification on genius 50/25/25 (test)
91.72ROC AUCGESN
Evaluation results
| Method | Links | |
|---|---|---|
| GESN2023.05 | 91.72 | |
| LINKX2023.05 | 90.77 | |
| MixHop2023.05 | 90.58 | |
| GCNII2023.05 | 90.24 | |
| GPR-GNN2023.05 | 90.05 | |
| GCNArchitectural variant=JK2023.05 | 89.3 | |
| GCN2023.05 | 87.42 | |
| MLP2023.05 | 86.68 | |
| APPNP2023.05 | 85.36 | |
| Correct & Smooth (C&S)Hops=22023.05 | 84.94 | |
| Correct & Smooth (C&S)Hops=12023.05 | 82.93 | |
| SGCHops=12023.05 | 82.36 | |
| SGCHops=22023.05 | 82.1 | |
| LINK2023.05 | 73.56 | |
| Label PropagationHops=22023.05 | 67.04 | |
| Label PropagationHops=12023.05 | 66.02 | |
| GATArchitectural variant=JK2023.05 | 56.7 | |
| GAT2023.05 | 55.8 |