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Synthetic Image Detection on SDXL

79.9APCNNDet
45.68454.56763.4572.333Jun 12, 2024

Evaluation results

MethodLinks
CNNDetTrain Data=Stable Diffusion + LAION, Note=trained with fakes from an LDM checkpoint2024.0679.9
FakeInversionTrain Data=Stable Diffusion + LAION2024.0679.2
FakeInversionTrain Data=ProGAN + LSUN2024.0677.7
UFDTrain Data=Stable Diffusion + LAION2024.0665.1
CNNDetTrain Data=ProGAN + LSUN2024.0650.6
UFDTrain Data=ProGAN + LSUN2024.0647