Structural Explanation on Tree-Cycle
99.45PrecisionSCALE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCALE2025.12 | 99.45 | 100 | |
| SCALE-GCN-MLPBackbone=GCN-MLP, Execution=Algorithm 22025.12 | 99.36 | 100 | |
| PGExplainer2025.12 | 99.25 | 99.57 | |
| SCALE-GATBackbone=GAT, Execution=Algorithm 22025.12 | 83.59 | 79.02 | |
| GNNExplainer2025.12 | 73.92 | 87.34 | |
| SEGNN2025.12 | 69.79 | 82.78 | |
| GCN-MLP2025.12 | 68.75 | 85.56 | |
| GAT2025.12 | 68.16 | 75.83 | |
| EGNN2025.12 | 62.17 | 66.67 |