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ResearchFormerly WizWand

Synthetic Image Detection on SDXL-DPO (open-source)

0.881AUCROCFakeInversion
0.441080.555290.66950.78371Jun 12, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FakeInversionTrain Data=Stable Diffusion + LAION2024.060.881
CNNDetTrain Data=Stable Diffusion + LAION, Re-trained=true2024.060.843
FakeInversionTrain Data=ProGAN + LSUN2024.060.841
UFDTrain Data=Stable Diffusion + LAION, Re-trained=true2024.060.702
DMDetTrain Data=ProGAN + LSUN2024.060.603
DMDetTrain Data=Stable Diffusion + LAION, Training Checkpoint Source=LDM2024.060.563
CNNDetTrain Data=ProGAN + LSUN2024.060.486
UFDTrain Data=ProGAN + LSUN2024.060.464
DIRETrain Data=ProGAN + LSUN2024.060.458