Counterfactual Explanation Generation on IMDB-M
96ValidityCLEAR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CLEAR2022.10 | 96 | 0.99 | 75 | 73 | 0.01 | |
| CF-GNNExplainer2022.10 | 95 | — | 74 | 51 | 22.21 | |
| MEG2022.10 | 90 | — | 72 | 51 | 24.12 | |
| EG-IST2022.10 | 56 | — | 67 | 45 | 0.16 | |
| Random2022.10 | 50 | — | 67 | 43 | 0.19 | |
| EG-RM2022.10 | 45 | — | 75 | 53 | 0.18 | |
| GNNExplainer2022.10 | 43 | — | 62 | 50 | 2.46 |