Synthetic Image Detection on DALL-E 3 (proprietary)
0.759AUCROCFakeInversion
Evaluation results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.759 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.716 | |
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.642 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.524 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.48 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 0.415 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.409 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.378 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.323 |