Unsupervised Counterfactual Explanation on CiteSeer
0.778ValidityUNR-Explainer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNR-Explainer2026.05 | 0.778 | 0.91 | 0.054 | 2.8 | |
| 1hop-3N2026.05 | 0.503 | 0.714 | 0.035 | 1.6 | |
| RW-G w/ Restart2026.05 | 0.453 | 0.696 | 0.029 | 2.8 | |
| RW-G2026.05 | 0.393 | 0.643 | 0.024 | 2.7 | |
| 1hop-2N2026.05 | 0.34 | 0.551 | 0.02 | 1 | |
| TAGE2026.05 | 0.254 | 0.487 | 0.031 | 3.7 | |
| k-NN graph2026.05 | 0.243 | 0.609 | 0.028 | 3.3 | |
| Taxonomy induction2026.05 | 0.236 | 0.528 | 0.037 | 4.9 |