List your company
ResearchFormerly WizWand

AI-Generated Image Detection on Chameleon In-the-wild

99.9Real AccuracyNPR
34.79651.69868.685.502Feb 2, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NPREvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0299.94.652.3
LaDeDaEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0299.41.550.4
SAFEEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0299.34.652
Gram-NetEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0299.24.451.8
FreqNetEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0298.5953.8
CNNSpotEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0297.912.855.4
PE-CLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.029794.895.9
MetaCLIP2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0294.891.393
AIDEEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0294.420.357.4
DDAEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.029470.882.4
DINOv3-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0293.389.591.4
OMATEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0289.935.962.9
SigLIP2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0288.483.385.9
UnivFDEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0276.344.160.2
DINOv2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0262.85860.8
SigLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.024873.260.6
EffortEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.0239.478.258.8
MetaCLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.0237.391.464.4