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Synthetic Image Detection on DALL-E 3

0.756APFakeInversion
0.369120.469560.570.67044Jun 12, 2024

Evaluation results

MethodLinks
FakeInversionTrain Data=Stable Diffusion + LAION2024.060.756
CNNDetTrain Data=Stable Diffusion + LAION, Note=trained with fakes from an LDM checkpoint2024.060.703
FakeInversionTrain Data=ProGAN + LSUN2024.060.625
UFDTrain Data=Stable Diffusion + LAION2024.060.474
CNNDetTrain Data=ProGAN + LSUN2024.060.473
UFDTrain Data=ProGAN + LSUN2024.060.384