Synthetic Image Detection on DALL-E 2 (Academic)
0.727AUCROCDMDet
Evaluation results
| Method | Links | |
|---|---|---|
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 0.727 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.662 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.646 | |
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.623 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.59 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.571 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.566 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.554 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.466 |