Counterfactual Generation on CelebA-HQ (val)
99.26F1 Score (Generated)Causal-Adapter
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Causal-Adapter2025.09 | 99.26 | 0.049 | 0.084 | 94.15 | 0.028 | 0.028 | |
| Causal-AdapterBackbone=DiT2025.09 | 97.39 | 0.086 | 0.06 | 94.71 | 0.089 | 0.035 | |
| DiffCounter2025.09 | 96.86 | 0.185 | 0.096 | 94.93 | 0.183 | 0.066 | |
| HVAE2025.09 | 65.31 | — | — | 75.33 | — | — | |
| VCI2025.09 | 3.39 | — | — | 33.81 | — | — |