Synthetic Image Detection on Midjourney v5/6 (proprietary)
0.75AUCROCFakeInversion
Evaluation Results
| Method | Links | |
|---|---|---|
| FakeInversionTrain Data=ProGAN + LSUN2024.06 | 0.75 | |
| FakeInversionTrain Data=Stable Diffusion + LAION2024.06 | 0.664 | |
| CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.63 | |
| UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.06 | 0.592 | |
| DMDetTrain Data=ProGAN + LSUN2024.06 | 0.544 | |
| DIRETrain Data=ProGAN + LSUN2024.06 | 0.538 | |
| DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.06 | 0.484 | |
| CNNDetTrain Data=ProGAN + LSUN2024.06 | 0.473 | |
| UFDTrain Data=ProGAN + LSUN2024.06 | 0.397 |