Synthetic Image Detection on LDM Academic
1AUCROCDMDet
Evaluation results
| Method | Links | |
|---|---|---|
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 1 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.979 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.924 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.919 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.913 | |
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.878 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.854 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.653 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.512 |