Counterfactual Explanation on TG
100ValidityXPlore
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| XPlore2026.03 | 100 | 99.4 | 0.248 | 14.692 | |
| RSGG-CE2026.03 | 89.28 | 88.8 | 0.316 | 19.152 | |
| CLEAR2026.03 | 58.4 | 58.4 | 6.353 | 0 | |
| CF²2026.03 | 49.86 | 49.9 | 0.496 | 0 | |
| D4Explainer2026.03 | 49.86 | 49.9 | 0.5 | 0 | |
| CF-GNNExpl2026.03 | 49.86 | 49.9 | 0.784 | 46 | |
| iRand2026.03 | 36.16 | 35.6 | 0.175 | 69.177 |