Unsupervised Counterfactual Explanation on Cora
91.1ValidityUNR-Explainer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNR-Explainer2026.05 | 91.1 | 96 | 5.1 | 3.8 | |
| 1hop-3N2026.05 | 42.8 | 65.9 | 2.1 | 2 | |
| RW-G w/ Restart2026.05 | 32.7 | 61.4 | 1.9 | 3.8 | |
| RW-G2026.05 | 26.5 | 54.4 | 1.9 | 3.6 | |
| k-NN graph2026.05 | 25.3 | 59.3 | 1.9 | 3.3 | |
| Taxonomy induction2026.05 | 24.3 | 54.8 | 2.3 | 9.7 | |
| TAGE2026.05 | 23.2 | 48.2 | 1.6 | 5.4 | |
| 1hop-2N2026.05 | 21 | 46.5 | 0.6 | 1 |