Adversarial Defense on TI-Dataset SD v2.1
51.74FIDACE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ACEAttack=SVDiff2026.06 | 51.74 | 28.66 | 80 | |
| SmoothAttack=ControlNet2026.06 | 103.77 | 27.45 | 80 | |
| SmoothAttack=SDEdit2026.06 | 108.15 | 27 | 77 | |
| SmoothAttack=Inpainting2026.06 | 141.21 | 29.27 | 84 | |
| ACEAttack=Fine-tuning2026.06 | 202.78 | 23.33 | 64 | |
| ACEAttack=LoRA2026.06 | 253.61 | 20.97 | 65 | |
| VOIDAttack=ControlNet2026.06 | 300.93 | 19.58 | 59 | |
| VOIDAttack=SDEdit2026.06 | 301.15 | 19.58 | 58 | |
| VOIDAttack=Inpainting2026.06 | 319.13 | 19.54 | 54 | |
| VOIDAttack=LoRA2026.06 | 351.8 | 19.07 | 57 | |
| VOIDAttack=SVDiff2026.06 | 365.25 | 18.82 | 52 | |
| VOIDAttack=Fine-tuning2026.06 | 368.45 | 18.86 | 53 |