Synthetic Image Detection on SSD-1B open-source
0.827AUCROCFakeInversion
Evaluation results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.827 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.794 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.726 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.689 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.628 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.589 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 0.556 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.515 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.449 |