Counterfactual Explanation Generation on Ogbg-molhiv
98ValidityCLEAR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLEAR2022.10 | 98 | 0.92 | 95 | 64 | 0.01 | |
| CF-GNNExplainer2022.10 | 54 | — | 92 | 49 | 27.93 | |
| GNNExplainer2022.10 | 50 | — | 92 | 48 | 2.78 | |
| MEG2022.10 | 49 | — | 93 | 50 | 22.39 | |
| EG-RM2022.10 | 48.3 | — | 96 | 47 | 0.17 | |
| Random2022.10 | 48 | — | 87 | 46 | 0.17 | |
| EG-IST2022.10 | 48 | — | 83 | 46 | 0.19 |