Node Classification on Amazon-p
99.83F1 ScoreCCAGNN
Evaluation results
| Method | Links | |
|---|---|---|
| CCAGNNCategory=Intervention-based causal methods2026.02 | 99.83 | |
| GCN-CALCategory=Causal methods2026.02 | 99.46 | |
| GCN-ICLCategory=Causal methods2026.02 | 99.41 | |
| GAT-CALCategory=Causal methods2026.02 | 99.34 | |
| HebCGNNCategory=Causal methods2026.02 | 99.34 | |
| GATCategory=Vanilla methods2026.02 | 99.07 | |
| GCNCategory=Vanilla methods2026.02 | 98.85 | |
| GAT-ICLCategory=Causal methods2026.02 | 98.5 | |
| GraphSAGECategory=Vanilla methods2026.02 | 96.81 | |
| CaNetCategory=Intervention-based causal methods2026.02 | 51.3 | |
| ACE-GATCategory=Intervention-based causal methods2026.02 | 26.95 | |
| ACE-GCNCategory=Intervention-based causal methods2026.02 | 26 |