Counterfactual Explanation on COLLAB
100ValidityXPlore
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| XPlore2026.03 | 100 | 0.57 | 0.81 | 3.604 | |
| CF²2026.03 | 52.66 | 0.262 | 0.886 | 0 | |
| CF-GNNExpl2026.03 | 52.66 | 0.262 | 0.886 | 2 | |
| iRand2026.03 | 4.6 | 0.006 | 0.018 | 58.696 | |
| CLEAR2026.03 | 0 | 0 | — | — | |
| RSGG-CE2026.03 | 0 | 0 | — | — | |
| D4Explainer2026.03 | 0 | 0 | — | — |