Node Classification on Actor heterophilic (test)
38AccuracyLSE
Evaluation results
| Method | Links | |
|---|---|---|
| LSEvariant=GHN-LSE2026.03 | 38 | |
| NoMemdescription=energy-descent architectural ablation2026.03 | 38 | |
| LSRvariant=GHN-LSR2026.03 | 37.9 | |
| Hier(8)variant=GHN-Hier, levels=82026.03 | 37.8 | |
| MLP2026.03 | 37.6 | |
| GraphSAGE2026.03 | 37 | |
| LHSAttack Type=Injected2023.12 | 33.42 | |
| APPNP2026.03 | 32.4 | |
| LHSAttack Type=OOD2023.12 | 32.23 | |
| GAT2026.03 | 29.4 | |
| SimP-GCNAttack Type=OOD2023.12 | 28.96 | |
| GCN2026.03 | 28.8 | |
| GIN2026.03 | 27.3 | |
| BM-GCNAttack Type=OOD2023.12 | 26.17 | |
| SimP-GCNAttack Type=Injected2023.12 | 24.31 | |
| UGCNAttack Type=OOD2023.12 | 23.37 | |
| H2GCNAttack Type=OOD2023.12 | 21.33 | |
| GPNNAttack Type=OOD2023.12 | 20.83 | |
| BM-GCNAttack Type=Injected2023.12 | 18.92 | |
| GPNNAttack Type=Injected2023.12 | 16.28 | |
| UGCNAttack Type=Injected2023.12 | 15.57 | |
| H2GCNAttack Type=Injected2023.12 | 14.17 |