Subject-driven Image Generation (DreamBooth) on LSUN cat 2015 (test)
234.52FIDDreamBooth
Evaluation results
| Method | Links | |
|---|---|---|
| DreamBoothDefense=None2026.06 | 234.52 | |
| TS-LFODefense=Anti-DreamBooth2026.06 | 243.62 | |
| TS-LFODefense=DisDiff2026.06 | 244.12 | |
| TS-LFODefense=SimAC2026.06 | 247.57 | |
| DiffPureDefense=DisDiff2026.06 | 248.47 | |
| DiffPureDefense=Anti-DreamBooth2026.06 | 249.28 | |
| TS-LFODefense=AdvDM2026.06 | 249.94 | |
| DiffPureDefense=SimAC2026.06 | 251.37 | |
| DiffPureDefense=AdvDM2026.06 | 255.95 | |
| NoiseDefense=DisDiff2026.06 | 261.42 | |
| NoiseDefense=Anti-DreamBooth2026.06 | 267.39 | |
| NoiseDefense=SimAC2026.06 | 274.19 | |
| GrIDPureDefense=Anti-DreamBooth2026.06 | 274.79 | |
| GrIDPureDefense=SimAC2026.06 | 280.06 | |
| GrIDPureDefense=DisDiff2026.06 | 287.11 | |
| GrIDPureDefense=AdvDM2026.06 | 319.12 | |
| DreamBoothDefense=DisDiff2026.06 | 327.16 | |
| IMPRESSDefense=DisDiff2026.06 | 330.64 | |
| IMPRESSDefense=Anti-DreamBooth2026.06 | 333.06 | |
| NoiseDefense=AdvDM2026.06 | 334.16 | |
| DreamBoothDefense=Anti-DreamBooth2026.06 | 339.78 | |
| DreamBoothDefense=SimAC2026.06 | 362.01 | |
| IMPRESSDefense=SimAC2026.06 | 364.37 | |
| IMPRESSDefense=AdvDM2026.06 | 398.4 | |
| DreamBoothDefense=AdvDM2026.06 | 401.08 |