Visual Counterfactual Explanation (Age) on CelebA-HQ
4.43FIDMaskDiME
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MaskDiME2026.02 | 4.43 | 19.4 | 100 | 0.88 | 1.82 | 4.67 | 0.63 | 99.6 | |
| RCSB2026.02 | 4.92 | 27.3 | 100 | 0.96 | 1.47 | 5.16 | 0.8 | 99.4 | |
| ACEnorm=l12026.02 | 5.31 | 21.7 | 99.6 | 0.81 | 1.53 | 5.4 | 0.4 | 95 | |
| LDCE-txt2026.02 | 14.2 | 25.6 | 98 | 0.73 | 2.12 | 4.02 | 0.33 | — | |
| ACEnorm=l22026.02 | 16.4 | 28.2 | 99.6 | 0.77 | 1.92 | 4.21 | 0.53 | 95 | |
| DiME2026.02 | 18.7 | 27.8 | 95 | 0.66 | 2.1 | 4.29 | 0.56 | 97 | |
| TiME2026.02 | 20.9 | 32.9 | 79.3 | 0.63 | 4.19 | 4.29 | 0.31 | 89.9 | |
| STEEX2026.02 | 26.8 | — | — | — | 5.63 | — | — | — | |
| DiVE2026.02 | 107.5 | — | 32.3 | — | 6.76 | — | — | — |