Unsupervised Counterfactual Explanation on PubMed
84.7ValidityUNR-Explainer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNR-Explainer2026.05 | 84.7 | 90.3 | 3.4 | 3.7 | |
| 1hop-3N2026.05 | 63.9 | 72.4 | 0 | 1.5 | |
| RW-G w/ Restart2026.05 | 51.4 | 66.2 | 2.9 | 3.1 | |
| 1hop-2N2026.05 | 48.5 | 62.3 | 0 | 1 | |
| RW-G2026.05 | 47.8 | 63.1 | 2.7 | 2 | |
| TAGE2026.05 | 8.2 | 26.8 | 1.2 | 11.8 | |
| Taxonomy induction2026.05 | 3.5 | 6.1 | 0 | 1.8 | |
| k-NN graph2026.05 | 2.2 | 9 | 0 | 1 |