Graph Explanation on ZINC250K DRD2 (test)
0.756Fidelity+VGIB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VGIBSparsity=0.5, Target Model=GCN2021.12 | 0.756 | 0.424 | |
| GNNExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.74 | 0.433 | |
| GIBSparsity=0.5, Target Model=GCN2021.12 | 0.724 | 0.428 | |
| IGExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.693 | 0.58 | |
| PGExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.686 | 0.54 | |
| GraphMaskSparsity=0.5, Target Model=GCN2021.12 | 0.673 | 0.4866 | |
| GraphGrad-CAMSparsity=0.5, Target Model=GCN2021.12 | 0.659 | 0.566 |