Synthetic Image Detection on LDM Anime
97.6APFakeInversion
Evaluation results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 97.6 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 93.3 | |
| UFDTrain Data=Stable Diffusion + LAION2024.06 | 92.4 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Note=trained with fakes from an LDM checkpoint2024.06 | 90.1 | |
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 89.7 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 59.8 |