Counterfactual Explanation Generation on Digits
100Validity
CBCE
Updated 16d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.03 | 100 | 100 | 15.448 | 3.002 | 33 | 53.65 | 1.073 | 0.029 | 1.8 | - | - | - | |
2025.03 | 100 | 96 | 6.09 | 1.423 | 1.1 | -392.35 | 1.201 | -0.023 | 8,165.49 | - | - | - | |
2025.03 | 100 | 100 | 2.076 | 0.999 | 1.8 | -69.3 | 1.097 | 0.005 | 4,354.78 | - | - | - | |
2025.03 | 100 | 100 | 6.55 | 1.13 | 100 | 55.98 | 1.055 | 0.029 | 86.34 | - | - | - | |
2024.05 | 100 | - | - | 2 | - | - | - | - | - | 8 | - | - | |
2024.05 | 100 | - | - | 0.15 | - | - | - | - | - | 9 | - | - | |
2024.05 | 100 | - | - | 16.4 | - | - | - | - | - | 10 | - | - | |
2024.05 | 100 | - | - | 23.8 | - | - | - | - | - | 3 | - | - | |
2024.05 | 100 | - | - | 2.1 | - | - | - | - | - | 9 | - | - | |
2024.05 | 100 | - | - | 2.2 | - | - | - | - | - | 4 | - | - | |
2024.05 | 100 | - | - | 11.4 | - | - | - | - | - | 10 | - | - | |
2024.05 | 100 | - | - | 11.4 | - | - | - | - | - | 11 | - | - | |
2024.05 | 100 | - | - | 17.1 | - | - | - | - | - | 10 | - | - | |
2025.03 | 99.9 | 100 | 6.978 | 1.396 | 80.9 | 62.98 | 1.051 | 0.04 | 0.005 | - | - | - | |
2024.05 | 30 | - | - | 11.2 | - | - | - | - | - | 9 | - | - | |
2024.05 | 0 | - | - | - | - | - | - | - | - | - | - | - | |
2024.05 | 0 | - | - | - | - | - | - | - | - | - | - | - | |
2026.07 | - | - | - | - | - | - | - | - | - | - | 1.534 | 2.7 | |
2026.07 | - | - | - | - | - | - | - | - | - | - | 4.315 | 5.4 | |
2026.07 | - | - | - | - | - | - | - | - | - | - | 39.575 | 29.8 | |
2026.07 | - | - | - | - | - | - | - | - | - | - | 28.037 | 21.8 | |
2026.07 | - | - | - | - | - | - | - | - | - | - | 75.868 | 55.3 | |
2026.07 | - | - | - | - | - | - | - | - | - | - | 3.494 | 4.1 |