Synthetic Image Detection on Imagen (proprietary)
80.7AUCROCFakeInversion
Evaluation results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 80.7 | |
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 77.6 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 71.4 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 63.7 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 57.5 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 57.3 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 56.2 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 50.2 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 45.2 |