Actionable Counterfactual Generation on GMSC 2011 (test)
100ValidityDiCE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DiCEOperating Space=Raw feature space2026.01 | 100 | 91.7 | — | — | — | — | 27.55 | |
| PAR (+LS)Operating Space=Discretized feature space2026.01 | 99.21 | 100 | — | — | — | — | 1.261 | |
| PAROperating Space=Discretized feature space2026.01 | 85.7 | 100 | — | — | — | — | 0.209 | |
| PROPLACEOperating Space=Raw feature space2026.01 | 48.35 | 37.2 | — | — | — | — | 0.25 | |
| FACE(knn)Operating Space=Raw feature space2026.01 | 8.91 | 4.26 | — | — | — | — | 6.68 | |
| FACE(ε)Operating Space=Raw feature space2026.01 | 6.88 | 2.84 | — | — | — | — | 9.25 | |
| LiCEOperating Space=Raw feature space2026.01 | 6.05 | 4.43 | — | — | — | — | 122.5 | |
| CVAEOperating Space=Raw feature space2026.01 | 0.81 | 0.61 | — | — | — | — | 0.47 | |
| VAEOperating Space=Raw feature space2026.01 | 0 | 0 | — | — | — | — | 0.7 |