Node-level explanation on ENZYMES
18.3Fidelity F1GBP
Evaluation Results
| Method | Links | |
|---|---|---|
| GBPBackbone=SAGE2026.05 | 18.3 | |
| eXELnodeBackbone=GAT2026.05 | 18 | |
| GradCAMBackbone=GIN2026.05 | 17.7 | |
| eXELnodeBackbone=GIN2026.05 | 17.6 | |
| GBPBackbone=GIN2026.05 | 17.4 | |
| SABackbone=GAT2026.05 | 16.2 | |
| SABackbone=GIN2026.05 | 15.3 | |
| GraphMaskBackbone=GAT2026.05 | 15.1 | |
| GBPBackbone=GAT2026.05 | 15.1 | |
| eXELnodeBackbone=GCN2026.05 | 15 | |
| SABackbone=GCN2026.05 | 14.7 | |
| PGExpBackbone=GAT2026.05 | 14.4 | |
| GNNExpBackbone=GAT2026.05 | 13.8 | |
| SABackbone=SAGE2026.05 | 13.2 | |
| GradCAMBackbone=GAT2026.05 | 12.6 | |
| SubgraphXBackbone=GAT2026.05 | 12.4 | |
| eXELnodeBackbone=SAGE2026.05 | 11.7 | |
| SubgraphXBackbone=GIN2026.05 | 11.6 | |
| GradCAMBackbone=GCN2026.05 | 11.3 | |
| GradCAMBackbone=SAGE2026.05 | 11.2 | |
| GBPBackbone=GCN2026.05 | 10.9 | |
| PGExpBackbone=GIN2026.05 | 10.8 | |
| GNNExpBackbone=SAGE2026.05 | 10.1 | |
| PGExpBackbone=SAGE2026.05 | 10 | |
| GraphMaskBackbone=GIN2026.05 | 9.3 | |
| GNNExpBackbone=GIN2026.05 | 9.1 | |
| GNNExpBackbone=GCN2026.05 | 8.3 | |
| GraphMaskBackbone=SAGE2026.05 | 7.8 | |
| SubgraphXBackbone=SAGE2026.05 | 7.6 | |
| SubgraphXBackbone=GCN2026.05 | 7.2 | |
| PGExpBackbone=GCN2026.05 | 6.6 | |
| GraphMaskBackbone=GCN2026.05 | 4.9 |