Counterfactual Explanation on Tree-Grids
0.965Precision1hop-2N
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| 1hop-2N2026.05 | 0.965 | 0.161 | 0.683 | 1 | |
| 1hop-3N2026.05 | 0.959 | 0.32 | 0.633 | 2 | |
| UNR-Explainer2026.05 | 0.943 | 0.519 | 0.994 | 3.6 | |
| RW-G2026.05 | 0.925 | 0.459 | 0.834 | 3.4 | |
| RW-G w/ Restart2026.05 | 0.917 | 0.496 | 0.922 | 3.6 | |
| TAGE2026.05 | 0.415 | 0.36 | 0.26 | 2.3 | |
| Taxonomy induction2026.05 | 0.377 | 0.14 | 0.369 | 0.9 | |
| k-NN graphk=52026.05 | 0.013 | 0.004 | 0.337 | 1.1 |