Counterfactual Explanation on 140 datasets
5.98FidelityWachter
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Wachter2025.11 | 5.98 | 5.62 | 6.17 | 6.48 | 5.92 | 2.96 | 6.34 | 1 | |
| CEM2025.11 | 5.89 | 5.81 | 5.81 | 5.12 | 6.14 | 4.88 | 6.21 | 0 | |
| LORE2025.11 | 5.74 | 4.83 | 5.88 | 6.19 | 5.21 | 3.92 | 5.04 | 0 | |
| CEGP2025.11 | 4.21 | 5.47 | 3.91 | 4.54 | 4.24 | 4.57 | 5.11 | 0 | |
| LUX2025.11 | 4.16 | 4.31 | 4.36 | 5.03 | 3.55 | 4.92 | 3.14 | 0 | |
| cfnow2025.11 | 3.61 | 4.34 | 3.29 | 3.4 | 4.06 | 6.97 | 4.12 | 0 | |
| Dice2025.11 | 3.54 | 3.87 | 4.01 | 3.21 | 4.33 | 3.44 | 3.67 | 0 | |
| DANCE2025.11 | 2.86 | 1.75 | 2.55 | 2.03 | 2.54 | 4.34 | 2.37 | 6 |