Graph Counterfactual Explanation on COLORS-3
100ValidityXPlore
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| XPlore2026.03 | 100 | 0.871 | 0.536 | 12.204 | |
| RSGG-CE2026.03 | 94.57 | 0.824 | 0.312 | 4.04 | |
| CF22026.03 | 52.07 | 0.398 | 0.598 | 0 | |
| CF-GNNExpl2026.03 | 52.07 | 0.398 | 0.598 | 2 | |
| iRand2026.03 | 42.99 | 0.3 | 0.076 | 66.175 | |
| CLEAR2026.03 | 0 | 0 | — | — | |
| D4Explainer2026.03 | 0 | 0 | — | — |