Subject-driven Image Generation (DreamBooth) on CelebA-HQ v1.0 (test)
165.86FIDTS-LFO
Evaluation Results
| Method | Links | |
|---|---|---|
| TS-LFODefense=DisDiff2026.06 | 165.86 | |
| TS-LFODefense=Anti-DreamBooth2026.06 | 167.75 | |
| TS-LFODefense=SimAC2026.06 | 170.15 | |
| DreamBoothDefense=None2026.06 | 172.42 | |
| DreamBoothDefense=DisDiff2026.06 | 175.03 | |
| NoiseDefense=DisDiff2026.06 | 176.65 | |
| TS-LFODefense=AdvDM2026.06 | 181.34 | |
| NoiseDefense=SimAC2026.06 | 182.48 | |
| GrIDPureDefense=AdvDM2026.06 | 184.04 | |
| IMPRESSDefense=DisDiff2026.06 | 184.18 | |
| NoiseDefense=Anti-DreamBooth2026.06 | 186.57 | |
| GrIDPureDefense=DisDiff2026.06 | 193.59 | |
| DiffPureDefense=AdvDM2026.06 | 193.74 | |
| DiffPureDefense=DisDiff2026.06 | 194.32 | |
| GrIDPureDefense=SimAC2026.06 | 201.5 | |
| GrIDPureDefense=Anti-DreamBooth2026.06 | 201.77 | |
| DiffPureDefense=Anti-DreamBooth2026.06 | 202.83 | |
| DiffPureDefense=SimAC2026.06 | 205.5 | |
| NoiseDefense=AdvDM2026.06 | 206.62 | |
| IMPRESSDefense=AdvDM2026.06 | 235.09 | |
| DreamBoothDefense=AdvDM2026.06 | 237 | |
| DreamBoothDefense=SimAC2026.06 | 306.78 | |
| IMPRESSDefense=SimAC2026.06 | 307.91 | |
| IMPRESSDefense=Anti-DreamBooth2026.06 | 312.94 | |
| DreamBoothDefense=Anti-DreamBooth2026.06 | 364.3 |