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ResearchFormerly WizWand

AI-Generated Image Detection on CommunityAI (In-the-wild)

99.8Real AccuracyNPR
19.40840.27961.1582.021Feb 2, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NPREvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0299.87.653.7
AIDEEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02999.354.2
LaDeDaEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0298.62.650.6
Gram-NetEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0298.56.152.3
SAFEEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0298.4853.2
FreqNetEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0297.712.855.3
CNNSpotEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0296.911.254.1
DDAEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0296.872.584.7
PE-CLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0296.697.597.1
DINOv3-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0294.994.694.8
MetaCLIP2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0292.695.494
OMATEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0285.341.463.4
SigLIP2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0282.690.586.6
UnivFDEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0277.849.563.6
DINOv2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0260.656.258.3
SigLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.023785.761.4
MetaCLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0235.393.364.3
EffortEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0222.58453.3