Visual Counterfactual Explanation (Smile) on CelebA Standard
0.71FIDMaskDiME
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MaskDiME2026.02 | 0.71 | 3.29 | 100 | 0.91 | 2.78 | 2.41 | 0.87 | 100 | |
| ACEnorm=l12026.02 | 1.27 | 3.97 | 99.9 | 0.87 | 2.94 | 1.73 | 0.78 | 97.6 | |
| ACEnorm=l22026.02 | 1.9 | 4.56 | 99.9 | 0.87 | 2.77 | 1.56 | 0.62 | 84.3 | |
| RCSB2026.02 | 2.98 | 4.79 | 100 | 0.91 | 2.24 | 2.78 | 0.87 | 99.8 | |
| DiME2026.02 | 3.17 | 4.89 | 98.3 | 0.73 | 3.72 | 2.3 | 0.53 | 97.2 | |
| FastDiMEversion=2+2026.02 | 3.24 | 5.23 | 99.9 | 0.79 | 2.91 | 2.02 | 0.41 | 98.9 | |
| FastDiMEversion=22026.02 | 3.33 | 5.49 | 99.9 | 0.77 | 3.06 | 1.89 | 0.44 | 99.4 | |
| FastDiMEversion=12026.02 | 4.18 | 6.13 | 99.8 | 0.76 | 3.12 | 1.91 | 0.45 | 99 | |
| STEEX2026.02 | 10.2 | — | 96.9 | — | 4.11 | — | — | — | |
| DiVEiterations=standard2026.02 | 29.4 | — | 97.3 | — | — | — | — | — | |
| DiVEiterations=1002026.02 | 36.8 | — | 73.4 | — | 4.63 | 2.34 | — | — |