Synthetic Image Detection on Kandinsky 3 (open-source)
84.5AUCROCFakeInversion
Evaluation Results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 84.5 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 74.3 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 65.9 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 63.7 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 61.4 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 59.3 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 49.1 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 48 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 46.9 |