Visual Counterfactual Explanation (Age) on CelebA Standard
0.77FIDMaskDiME
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MaskDiME2026.02 | 0.77 | 3.33 | 100 | 0.83 | 2.22 | 3.21 | 0.79 | 100 | |
| ACEnorm=l12026.02 | 1.45 | 4.12 | 99.6 | 0.78 | 3.2 | 2.94 | 0.72 | 96.2 | |
| ACEnorm=l22026.02 | 2.08 | 4.62 | 99.6 | 0.8 | 2.94 | 2.82 | 0.56 | 77.5 | |
| RCSB2026.02 | 2.94 | 4.94 | 99.9 | 0.88 | 2.14 | 3.63 | 0.81 | 99.3 | |
| FastDiMEversion=2+2026.02 | 3.6 | 5.59 | 99.7 | 0.77 | 2.44 | 3.76 | 0.32 | 98.7 | |
| FastDiMEversion=22026.02 | 4.04 | 6.01 | 99.6 | 0.75 | 2.63 | 3.8 | 0.37 | 99.3 | |
| DiME2026.02 | 4.15 | 5.89 | 95.3 | 0.67 | 3.13 | 3.27 | 0.44 | 99 | |
| FastDiMEversion=12026.02 | 4.82 | 6.76 | 99.2 | 0.74 | 2.65 | 3.8 | 0.36 | 98.6 | |
| STEEX2026.02 | 11.8 | — | 97.5 | — | 3.44 | — | — | — | |
| DiVEiterations=standard2026.02 | 33.8 | — | 98.2 | — | 4.58 | — | — | — | |
| DiVEiterations=1002026.02 | 39.9 | — | 52.2 | — | 4.27 | — | — | — |