Graph Explanation on ZINC250K RLM-CLint (test)
0.765Fidelity+VGIB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VGIBSparsity=0.5, Target Model=GCN2021.12 | 0.765 | 0.463 | |
| GNNExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.694 | 0.478 | |
| IGExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.684 | 0.602 | |
| GraphGrad-CAMSparsity=0.5, Target Model=GCN2021.12 | 0.67 | 0.56 | |
| GIBSparsity=0.5, Target Model=GCN2021.12 | 0.654 | 0.483 | |
| PGExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.632 | 0.502 | |
| GraphMaskSparsity=0.5, Target Model=GCN2021.12 | 0.632 | 0.516 |