Node classification on Amazon c
98.76F1 ScoreCCAGNN
Evaluation results
| Method | Links | |
|---|---|---|
| CCAGNNCategory=Intervention-based causal methods2026.02 | 98.76 | |
| GCN-ICLCategory=Causal methods2026.02 | 98.36 | |
| GCN-CALCategory=Causal methods2026.02 | 98.32 | |
| GAT-ICLCategory=Causal methods2026.02 | 98.31 | |
| GAT-CALCategory=Causal methods2026.02 | 98.22 | |
| HebCGNNCategory=Causal methods2026.02 | 98.21 | |
| GATCategory=Vanilla methods2026.02 | 97.83 | |
| GCNCategory=Vanilla methods2026.02 | 97.78 | |
| GraphSAGECategory=Vanilla methods2026.02 | 91.24 | |
| ACE-GCNCategory=Intervention-based causal methods2026.02 | 27.65 | |
| ACE-GATCategory=Intervention-based causal methods2026.02 | 27.06 | |
| CaNetCategory=Intervention-based causal methods2026.02 | 9.31 |