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ResearchFormerly WizWand

AI-generated image detection on Stable Diffusion generator v1.4 (test)

95.4AccuracyFatFormer
36.48451.779567.07582.3705Jan 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
FatFormerTraining Dataset=ProGAN2026.0195.499.2
SAFETraining Dataset=ProGAN2026.0193.498.78
Ours (ViT-L/14)Training Dataset=ProGAN, Backbone=ViT-L/142026.0186.997.1
Ours (ViT-B/32)Training Dataset=ProGAN, Backbone=ViT-B/322026.0184.4594.66
NPRTraining Dataset=ProGAN2026.0183.6590.23
GramNetTraining Dataset=ProGAN2026.0165.6562.74
LGradTraining Dataset=ProGAN2026.0164.463.12
LNPTraining Dataset=ProGAN2026.0161.6568.59
CNNSpotTraining Dataset=ProGAN2026.0152.256.58
UnivFDTraining Dataset=ProGAN2026.0151.8568.11
FreDectTraining Dataset=ProGAN2026.0138.7538.34