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ResearchFormerly WizWand

AI Image Detection on Average (WildFake, Community, AIGIBench, Chameleon, GenImage) (test)

91.12AUROCFiSeR (Ours)
40.659253.759666.8679.9604May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FiSeR (Ours)Training Domain=Community, Decision Boundary=k-NN2026.0591.1277.32
DIRETraining Domain=Community2026.0587.7846.81
Gram-NetTraining Domain=Community2026.0580.9138.77
CLIPDetectionTraining Domain=Community2026.0579.3933.33
LGradTraining Domain=Community2026.0579.2937
SAFETraining Domain=Community2026.0579.2941.5
UniFDTraining Domain=Community2026.0578.8440.47
ResNet-50Training Domain=Community2026.0576.3935.03
AIDETraining Domain=Community2026.0576.1333.35
LASTEDTraining Domain=Community2026.0573.7336.82
FreqNetTraining Domain=Community2026.0571.727.76
CNNDetectionTraining Domain=Community2026.0570.9118.26
NPRTraining Domain=Community2026.0542.64.66