Node Classification on DISEASE δ = 0 (test)
92.45F1 ScoreHGCN-BMLR-P
Evaluation results
| Method | Links | |
|---|---|---|
| HGCN-BMLR-PSpace=Poincaré, Backbone=HGCN2026.02 | 92.45 | |
| HGCN-BMLR-LSpace=Lorentz, Backbone=HGCN2026.02 | 90.8 | |
| HGCN-LMLRSpace=Lorentz, Backbone=HGCN2026.02 | 89.72 | |
| HGCN-PBMLR-PSpace=Poincaré, Backbone=HGCN2026.02 | 89.05 | |
| HGCN-PMLRSpace=Poincaré, Backbone=HGCN2026.02 | 88.98 | |
| HGCNSpace=Lorentz, Backbone=HGCN2026.02 | 87.83 | |
| HGCNSpace=Poincaré, Backbone=HGCN2026.02 | 86.87 | |
| HGCNMethod Category=Ours2019.10 | 74.5 | |
| GATMethod Category=GNN2019.10 | 70.4 | |
| GCNMethod Category=GNN2019.10 | 69.7 | |
| SGCMethod Category=GNN2019.10 | 69.5 | |
| SAGEMethod Category=GNN2019.10 | 69.1 | |
| HYP-MIXEDMethod Category=Shallow2019.10 | 56.9 | |
| HYPMethod Category=Shallow2019.10 | 45.5 | |
| HNNMethod Category=NN2019.10 | 41 | |
| EUC-MIXEDMethod Category=Shallow2019.10 | 35.2 | |
| EUCMethod Category=Shallow2019.10 | 32.5 | |
| MLPMethod Category=NN2019.10 | 28.8 |