Node-level explanation on MOTIF
81.6Fidelity F1SubgraphX
Evaluation Results
| Method | Links | |
|---|---|---|
| SubgraphXBackbone=SAGE2026.05 | 81.6 | |
| eXELnodeBackbone=GIN2026.05 | 80 | |
| SubgraphXBackbone=GCN2026.05 | 79.1 | |
| SubgraphXBackbone=GIN2026.05 | 73.4 | |
| eXELnodeBackbone=GCN2026.05 | 65.9 | |
| GBPBackbone=GIN2026.05 | 58.7 | |
| GradCAMBackbone=GIN2026.05 | 56.4 | |
| SABackbone=GIN2026.05 | 53.9 | |
| GBPBackbone=GCN2026.05 | 49 | |
| PGExpBackbone=GCN2026.05 | 42.9 | |
| SubgraphXBackbone=GAT2026.05 | 40.6 | |
| eXELnodeBackbone=SAGE2026.05 | 38.2 | |
| SABackbone=GCN2026.05 | 36.3 | |
| SABackbone=SAGE2026.05 | 32.3 | |
| PGExpBackbone=SAGE2026.05 | 32.3 | |
| GBPBackbone=SAGE2026.05 | 31.3 | |
| eXELnodeBackbone=GAT2026.05 | 31.2 | |
| GNNExpBackbone=SAGE2026.05 | 27 | |
| GraphMaskBackbone=GCN2026.05 | 24.4 | |
| GradCAMBackbone=GCN2026.05 | 24.3 | |
| GNNExpBackbone=GCN2026.05 | 22.6 | |
| GNNExpBackbone=GAT2026.05 | 20.3 | |
| GraphMaskBackbone=SAGE2026.05 | 20 | |
| GraphMaskBackbone=GAT2026.05 | 17 | |
| PGExpBackbone=GAT2026.05 | 16.4 | |
| GNNExpBackbone=GIN2026.05 | 16.4 | |
| SABackbone=GAT2026.05 | 16.2 | |
| GBPBackbone=GAT2026.05 | 14.3 | |
| GraphMaskBackbone=GIN2026.05 | 13 | |
| GradCAMBackbone=GAT2026.05 | 11 | |
| GradCAMBackbone=SAGE2026.05 | 10.3 | |
| PGExpBackbone=GIN2026.05 | 0.6 |