Node-level explanation on UPFD
15.7Fidelity F1eXELnode
Evaluation Results
| Method | Links | |
|---|---|---|
| eXELnodeBackbone=SAGE2026.05 | 15.7 | |
| GradCAMBackbone=GIN2026.05 | 14.9 | |
| eXELnodeBackbone=GAT2026.05 | 14.6 | |
| eXELnodeBackbone=GIN2026.05 | 12.9 | |
| eXELnodeBackbone=GCN2026.05 | 10 | |
| GradCAMBackbone=GAT2026.05 | 8.6 | |
| SABackbone=GAT2026.05 | 7.7 | |
| SABackbone=SAGE2026.05 | 6.2 | |
| SubgraphXBackbone=SAGE2026.05 | 4.2 | |
| GNNExpBackbone=SAGE2026.05 | 4.1 | |
| GradCAMBackbone=SAGE2026.05 | 3.6 | |
| GBPBackbone=SAGE2026.05 | 3.6 | |
| GNNExpBackbone=GAT2026.05 | 3.4 | |
| GradCAMBackbone=GCN2026.05 | 3.2 | |
| GraphMaskBackbone=SAGE2026.05 | 3.1 | |
| GBPBackbone=GAT2026.05 | 3 | |
| GBPBackbone=GIN2026.05 | 2.9 | |
| PGExpBackbone=SAGE2026.05 | 2.9 | |
| GBPBackbone=GCN2026.05 | 2.4 | |
| GraphMaskBackbone=GAT2026.05 | 2 | |
| GraphMaskBackbone=GCN2026.05 | 1.9 | |
| SubgraphXBackbone=GAT2026.05 | 1.9 | |
| PGExpBackbone=GAT2026.05 | 1.8 | |
| SubgraphXBackbone=GCN2026.05 | 1.2 | |
| SABackbone=GCN2026.05 | 1 | |
| GNNExpBackbone=GCN2026.05 | 0.7 | |
| SubgraphXBackbone=GIN2026.05 | 0.6 | |
| GNNExpBackbone=GIN2026.05 | 0.5 | |
| SABackbone=GIN2026.05 | 0.5 | |
| PGExpBackbone=GCN2026.05 | 0.2 | |
| PGExpBackbone=GIN2026.05 | 0.1 | |
| GraphMaskBackbone=GIN2026.05 | 0 |