Counterfactual Generation on ImageNet-1k
24.875LogitTgtGradient Ascent
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gradient Ascent2025.09 | 24.875 | 19.08 | 0.2246 | 84.83 | |
| Trajectory Optimization Control2025.09 | 23.372 | 19.36 | 0.2251 | 82.56 | |
| Inversion+DPS2025.09 | 20.378 | 18.11 | 0.3251 | 73.05 | |
| Inversion+TFG2025.09 | 18.854 | 17.57 | 0.2972 | 76.07 | |
| Inversion+FreeDoM2025.09 | 17.891 | 17.36 | 0.4801 | 64.11 | |
| None2025.09 | 4.8722 | 14.52 | 0 | 100 |