Synthetic Image Detection on DALL-E 2 (proprietary)
85.4AUCROCFakeInversion
Evaluation results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 85.4 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 77.6 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 74.7 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 72.8 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 68 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 67.2 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 65.6 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 56.1 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 45.5 |