Synthetic Image Detection on Playground open-source 2.5 (AUCROC)
0.778AUCROCFakeInversion
Evaluation results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.778 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.661 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.625 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.587 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.582 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.528 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 0.517 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.466 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.453 |