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AI-generated image detection on LSUN Bedroom (test)

100AccuracyGRRE
71.34878.786586.22593.6635Jan 6, 2026

Evaluation results

MethodLinks
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=ADM2026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=DDPM2026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=IDDPM2026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v12026.01100100
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v22026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=SD-v22026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=LDM2026.01100100
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=IF2026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=IF2026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=DALLE-22026.01100100
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=Midjourney2026.01100100
GRRETrain set configuration=LSUN-B. w. StyleGAN, Test generator model=Midjourney2026.01100100
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=LDM2026.0199.95100
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=DALLE-22026.0199.93100
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=SD-v12026.0199.75100
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=ADM2026.0198.6599.93
FakeInversionTrain set configuration=LSUN-B. w. StyleGAN, Test generator model=ADM2026.0198.2599.82
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=DDPM2026.0198.1999.86
GRRETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=IDDPM2026.0198.199.89
AEROBLADETrain set configuration=CelebA-HQ w. SD-v2, Test generator model=ADM2026.0172.4577.16