Synthetic Image Detection on SDXL (open-source)
0.814AUCROCCNNDet
Evaluation results
| Method | Links | |
|---|---|---|
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.814 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.807 | |
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.764 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.667 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.663 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 0.568 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.525 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.464 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.459 |