Subgraph Importance Estimation on bace (test)
24.7Fidelity F1eXEL
Evaluation results
| Method | Links | |
|---|---|---|
| eXELGNN Backbone=GAT2026.05 | 24.7 | |
| eXELGNN Backbone=GCN2026.05 | 24.3 | |
| eXELGNN Backbone=SAGE2026.05 | 24 | |
| eXELGNN Backbone=GIN2026.05 | 22.8 | |
| GNNExpGNN Backbone=GAT2026.05 | 22.2 | |
| GradCAMGNN Backbone=GIN2026.05 | 21.8 | |
| GBPGNN Backbone=SAGE2026.05 | 21.7 | |
| SAGNN Backbone=GIN2026.05 | 21.6 | |
| GNNExpGNN Backbone=GIN2026.05 | 20.6 | |
| GNNExpGNN Backbone=SAGE2026.05 | 19.8 | |
| GradCAMGNN Backbone=SAGE2026.05 | 19.2 | |
| GBPGNN Backbone=GAT2026.05 | 18.8 | |
| GBPGNN Backbone=GIN2026.05 | 18.5 | |
| GNNExpGNN Backbone=GCN2026.05 | 16.5 | |
| SubgraphXGNN Backbone=GIN2026.05 | 16.2 | |
| SAGNN Backbone=SAGE2026.05 | 16 | |
| SubgraphXGNN Backbone=SAGE2026.05 | 16 | |
| GraphMaskGNN Backbone=GAT2026.05 | 15.8 | |
| SAGNN Backbone=GAT2026.05 | 14.9 | |
| GradCAMGNN Backbone=GCN2026.05 | 13.6 | |
| GraphMaskGNN Backbone=SAGE2026.05 | 13.2 | |
| SubgraphXGNN Backbone=GAT2026.05 | 13.1 | |
| GradCAMGNN Backbone=GAT2026.05 | 12.3 | |
| PGExpGNN Backbone=GAT2026.05 | 12.1 | |
| SAGNN Backbone=GCN2026.05 | 11.9 | |
| GBPGNN Backbone=GCN2026.05 | 11.6 | |
| GraphMaskGNN Backbone=GIN2026.05 | 11.2 | |
| SubgraphXGNN Backbone=GCN2026.05 | 10.8 | |
| PGExpGNN Backbone=SAGE2026.05 | 10 | |
| PGExpGNN Backbone=GIN2026.05 | 8.9 | |
| PGExpGNN Backbone=GCN2026.05 | 8.8 | |
| GraphMaskGNN Backbone=GCN2026.05 | 7.1 |