Counterfactual Generation on Adult
100VCRTabChange
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TabChangeAttribute=race, Total=60322026.05 | 100 | 0 | — | — | |
| TabChangeAttribute=sex, Total=60322026.05 | 63.9 | 36.1 | — | — | |
| DiffusionAttributes=race,sex, Total=60322026.05 | 45.8 | 54.2 | — | — | |
| CVAEAttribute=sex, Total=60322026.05 | 32.8 | 67.2 | — | — | |
| TabChangeAttributes=race,sex, Total=60322026.05 | 30 | 70 | — | — | |
| CVAEAttributes=race,sex, Total=60322026.05 | 25.8 | 74.2 | — | — | |
| DiffusionAttribute=sex, Total=60322026.05 | 4.8 | 95.2 | — | — | |
| DiffusionAttribute=race, Total=60322026.05 | 1.7 | 98.3 | — | — | |
| CVAEAttribute=race, Total=60322026.05 | 0.7 | 99.3 | — | — | |
| CVAEAttribute=race2026.05 | — | — | 99.9 | 3.26 | |
| CVAEAttribute=sex2026.05 | — | — | 100 | 3.47 | |
| DiffusionAttribute=race2026.05 | — | — | 98.4 | 2.18 | |
| DiffusionAttribute=sex2026.05 | — | — | 82.8 | 3.87 | |
| TabChangeAttribute=race2026.05 | — | — | 100 | 1.41 | |
| TabChangeAttribute=sex2026.05 | — | — | 99.8 | 2.75 |