Synthetic Image Detection on PixArt-alpha (open-source)
85.4AUCROCFakeInversion
Evaluation results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 85.4 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 73 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 64.7 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 62.7 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 59.9 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 58 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 50.6 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 48.7 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 47.8 |