Counterfactual Visual Explanation (Smile attribute) on CelebA (test)
1.27FIDACE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ACEDistance function=l1, Sampling steps=52023.03 | 1.27 | 3.97 | 99.9 | 0.874 | 2.94 | 1.73 | 0.7828 | |
| ACEDistance function=l2, Sampling steps=52023.03 | 1.9 | 4.56 | 99.9 | 0.867 | 2.77 | 1.56 | 0.6235 | |
| DIME2023.03 | 3.17 | 4.89 | 98.3 | 0.729 | 3.72 | 2.3 | 0.5259 | |
| STEEX2023.03 | 10.2 | — | 96.9 | — | 4.11 | — | — | |
| DIVE2023.03 | 29.4 | — | 97.3 | — | — | — | — | |
| DiVESampling steps=1002023.03 | 36.8 | — | 73.4 | — | 4.63 | 2.34 | — |