Counterfactual Explanation on Tree-Cycles
90.3PrecisionUNR-Explainer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNR-Explainer2026.05 | 90.3 | 32.4 | 100 | 2.1 | |
| 1hop-2N2026.05 | 90 | 15 | 27.7 | 1 | |
| 1hop-3N2026.05 | 89.5 | 29.8 | 99.4 | 2 | |
| RW-G2026.05 | 86.2 | 30.2 | 59.1 | 2.1 | |
| RW-G w/ Restart2026.05 | 84 | 30 | 64.1 | 2.1 | |
| Taxonomy induction2026.05 | 76.5 | 29.8 | 45.4 | 1.8 | |
| TAGE2026.05 | 29 | 23 | 16.6 | 1.7 | |
| k-NN graphk=52026.05 | 1.7 | 0.6 | 14.8 | 1.5 |