Synthetic Image Detection on SDXL-DPO (open-source)
0.881AUCROCFakeInversion
Evaluation Results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.881 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.843 | |
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.841 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.702 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.603 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 0.563 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.486 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.464 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.458 |