Node Classification on Cora (F-Score)
91.14F-ScoreCCAGNN
Evaluation results
| Method | Links | |
|---|---|---|
| CCAGNNCategory=Intervention-based causal methods2026.02 | 91.14 | |
| CaNetCategory=Intervention-based causal methods2026.02 | 84.32 | |
| HebCGNNCategory=Causal methods2026.02 | 75.63 | |
| GAT-ICLCategory=Causal methods2026.02 | 74.47 | |
| GCN-ICLCategory=Causal methods2026.02 | 73.94 | |
| GCNCategory=Vanilla methods2026.02 | 72.61 | |
| GATCategory=Vanilla methods2026.02 | 72.41 | |
| ACE-GATCategory=Intervention-based causal methods2026.02 | 72.37 | |
| GraphSAGECategory=Vanilla methods2026.02 | 70.81 | |
| GCN-CALCategory=Causal methods2026.02 | 68.8 | |
| GAT-CALCategory=Causal methods2026.02 | 66.27 | |
| ACE-GCNCategory=Intervention-based causal methods2026.02 | 61.9 |