Counterfactual Explanation Generation on Community
94ValidityCLEAR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLEAR2022.10 | 94 | 91 | 77 | 65 | 0.01 | |
| CF-GNNExplainer2022.10 | 90 | — | 72 | 14 | 25.14 | |
| MEG2022.10 | 88 | — | 71 | 10 | 27.29 | |
| EG-RMV2022.10 | 55 | — | 85 | 3 | 0.15 | |
| Random2022.10 | 53 | — | 77 | 52 | 0.2 | |
| EG-IST2022.10 | 53 | — | 66 | 13 | 0.27 | |
| GNNExplainer2022.10 | 52 | — | 71 | 5 | 2.87 |