Graph Explanation on ZINC250K QED (test)
0.627Fidelity+VGIB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VGIBSparsity=0.5, Target Model=GCN2021.12 | 0.627 | 0.487 | |
| GNNExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.602 | 0.498 | |
| GraphMaskSparsity=0.5, Target Model=GCN2021.12 | 0.602 | 0.574 | |
| GIBSparsity=0.5, Target Model=GCN2021.12 | 0.601 | 0.525 | |
| PGExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.598 | 0.56 | |
| IGExplainerSparsity=0.5, Target Model=GCN2021.12 | 0.592 | 0.584 | |
| GraphGrad-CAMSparsity=0.5, Target Model=GCN2021.12 | 0.586 | 0.564 |