Counterfactual Generation on COMPAS (Time)
0Latency (mins)TabChange
Evaluation Results
| Method | Links | |
|---|---|---|
| TabChangeAttribute=race2026.05 | 0 | |
| TabChangeAttribute=sex2026.05 | 0 | |
| TabChangeAttributes=sex, race2026.05 | 0 | |
| DiffusionAttributes=sex, race2026.05 | 0.42 | |
| DiffusionAttribute=race2026.05 | 0.52 | |
| DiffusionAttribute=sex2026.05 | 0.52 | |
| CVAEAttributes=sex, race2026.05 | 18.45 | |
| CVAEAttribute=sex2026.05 | 22.64 | |
| CVAEAttribute=race2026.05 | 23.31 |