Graph Counterfactual Explanation on BA-3Motifs
100ValidityRandom
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random2026.06 | 100 | 69 | 1.27 | — | |
| GCFEx2026.06 | 100 | — | 1 | 30.12 | |
| D4Ex2026.06 | 100 | 87 | 8.39 | 19.47 | |
| DR-CFGNNDenoising=False, Optimization of H=True2026.06 | 94 | 86 | 1.77 | — | |
| DR-CFGNNDenoising=False, Optimization of H=False2026.06 | 90 | 85 | 1.72 | 2.85 | |
| DR-CFGNNDenoising=True, Optimization of H=False2026.06 | 89 | 86 | 1.83 | 3.04 | |
| DR-CFGNNDenoising=True, Optimization of H=True2026.06 | 88 | 87 | 1.77 | — | |
| RSGG-CE2026.06 | 76 | 78 | 8.44 | — | |
| GIST2026.06 | 70 | 59 | 31.41 | — | |
| CF²2026.06 | 68 | 85 | 12.91 | — |