Node Classification on Disease (test)
0.945F1 ScoreHYBONET
Evaluation Results
| Method | Links | |
|---|---|---|
| HYBONET2021.12 | 0.945 | |
| NHGCN2021.12 | 0.917 | |
| H2H-GCN2021.12 | 0.886 | |
| LGCN2021.12 | 0.844 | |
| RResNet HoroModel Type=Deep2023.10 | 0.768 | |
| HGCN2021.12 | 0.745 | |
| GAT2021.12 | 0.704 | |
| GCN2021.12 | 0.697 | |
| SGC2021.12 | 0.695 | |
| SAGE2021.12 | 0.691 | |
| Hyp-MixedModel Type=Shallow2023.10 | 0.569 | |
| HypModel Type=Shallow2023.10 | 0.455 | |
| HNNModel Type=Deep2023.10 | 0.41 | |
| Euc-MixedModel Type=Shallow2023.10 | 0.352 | |
| EucModel Type=Shallow2023.10 | 0.325 | |
| MLPModel Type=Deep2023.10 | 0.288 |