Graph Counterfactual Explanation on BA-3Motifs 3Classes
100ValidityRandom
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Random2026.06 | 100 | 64 | 1 | — | |
| GCFEx2026.06 | 100 | — | 1.44 | 32.48 | |
| D4Ex2026.06 | 100 | 77 | 1 | 2.12 | |
| RSGG-CE2026.06 | 100 | 80 | 8.37 | — | |
| DR-CFGNNDenoising=False, Optimization of H=False2026.06 | 100 | 83 | 1.15 | 1.87 | |
| DR-CFGNNDenoising=False, Optimization of H=True2026.06 | 100 | 82 | 1.15 | — | |
| DR-CFGNNDenoising=True, Optimization of H=False2026.06 | 99 | 82 | 1.15 | 2.21 | |
| DR-CFGNNDenoising=True, Optimization of H=True2026.06 | 99 | 81 | 1.15 | — | |
| GIST2026.06 | 73 | 55 | 29.86 | — | |
| CF²2026.06 | 49 | 79 | 1.8 | — |