Graph Explanation on TREE-CYCLES synthetic (test)
0.993Edge AUCRCExplainer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RCExplainer2021.07 | 0.993 | 0.993 | |
| OrphicX2022.03 | 0.988 | — | |
| PGExplainer2021.07 | 0.987 | 0.924 | |
| GNNEXP.2022.03 | 0.961 | — | |
| PGEXP.2022.03 | 0.952 | — | |
| GNNExplainer2021.07 | 0.948 | 0.862 | |
| ATTmechanism=self-attention2022.03 | 0.824 | — | |
| GEM2022.03 | 0.761 | — | |
| CF-GNNExplainer2021.07 | — | 0.94 | |
| PGM-Explainer2021.07 | — | 0.954 |