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ResearchFormerly WizWand

Synthetic Image Detection on Synthbuster (Balanced Accuracy)

97.5Balanced AccuracyPROBE
44.4658.237285.77May 14, 2026May 15, 2026May 17, 2026May 19, 2026May 20, 2026May 22, 2026May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PROBEBackbone=DINOv2, Training Set=Reconstruction Training Set2026.0597.5
Separate Expert Fusion (SEF)2026.0596.4
BFreeTraining Set=Reconstruction Training Set2026.0595.2
DINOv2Training Set=Reconstruction Training Set2026.0591.9
DDAre-implementation=via DINO-v3-L2026.0590.6
DDA2026.0590.1
DDATraining Set=Reconstruction Training Set2026.0589.9
DRCT2026.0584.8
UnivFDTraining Set=GenImage SD 1.42026.0579.2
PROBEBackbone=ResNet50, Training Set=GenImage SD 1.42026.0579.1
Aligned2026.0577.4
EffortTraining Set=GenImage SD 1.42026.0575.7
DRCTTraining Set=GenImage SD 1.42026.0571.3
C2P-CLIP2026.0568.5
CNNSpotTraining Set=GenImage SD 1.42026.0568.4
UnivFD2026.0567.8
ResNet50Training Set=GenImage SD 1.42026.0565.4
AIDETraining Set=GenImage SD 1.42026.0556.2
FatFormer2026.0556.1
NPRTraining Set=GenImage SD 1.42026.0554.1
AIDE2026.0553.9
NPR2026.0550
SAFE2026.0546.5