Counterfactual Generation on StableDiffusion 3 Evaluation Set
24.875LogitTgtGradient Ascent
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gradient AscentBackbone=StableDiffusion 32025.09 | 24.875 | 19.08 | 0.2246 | 82.03 | |
| Trajectory Optimization ControlBackbone=StableDiffusion 32025.09 | 24.572 | 20.44 | 0.2743 | 70.4 | |
| Inversion+FreeDoMBackbone=StableDiffusion 32025.09 | 23.085 | 19.84 | 0.4017 | 62.41 | |
| Inversion+DPSBackbone=StableDiffusion 32025.09 | 21.628 | 18.74 | 0.3852 | 64.98 | |
| Inversion+TFGBackbone=StableDiffusion 32025.09 | 21.538 | 18.72 | 0.3846 | 65.06 | |
| NoneBackbone=StableDiffusion 32025.09 | 4.8722 | 14.52 | 0 | 100 |