Counterfactual Explanations on bank
48.8ValidityGS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GSensemble=adversarial2025.02 | 48.8 | 264.049 | 99.8 | 13.091 | 57.1 | 3.999 | |
| GS2025.02 | 48.4 | 253.432 | 99.8 | 2.535 | 56.6 | 0.921 | |
| GSensemble=DARE2025.02 | 47.4 | 257.296 | 99.8 | 1.642 | 56.6 | 0.83 | |
| FACEensemble=adversarial2025.02 | 39.4 | 143.886 | 90.1 | 0 | 50.8 | 62.557 | |
| FACEensemble=DARE2025.02 | 38 | 202.883 | 79.4 | 0 | 54.7 | 62.889 | |
| FACE2025.02 | 33.7 | 277.565 | 87.6 | 0 | 54 | 132.212 | |
| DICEensemble=adversarial2025.02 | 29.7 | 2,648.397 | 74.9 | 315.006 | 58.8 | 762.211 | |
| uncertainty+densemble=DARE2025.02 | 17.7 | 2.118 | 89.7 | 1.223 | 55.8 | 1.057 | |
| DICEensemble=DARE2025.02 | 17.6 | 3,083.723 | 72.9 | 652.803 | 62.5 | — | |
| DICE2025.02 | 13.2 | 8,954.504 | 73.2 | 1,641.651 | 63.9 | 4,223.271 | |
| uncertainty2025.02 | 10.2 | 12.108 | 90 | 7.797 | 42.5 | 2.015 | |
| uncertaintyensemble=adversarial2025.02 | 7.9 | 65.269 | 90 | 59.877 | 53.3 | 12.296 | |
| uncertainty+d2025.02 | 7.5 | 6.944 | 90 | 4.988 | 58.1 | 1.239 | |
| uncertaintyensemble=DARE2025.02 | 4.9 | 169.764 | 90 | 104.727 | 63.5 | 56.904 |