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ResearchFormerly WizWand

AI Image Detection on AIGIBench (test)

93.84AUROCFiSeR (Ours)
36.452851.351466.2581.1486May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FiSeR (Ours)Training Domain=Community, Decision Boundary=k-NN2026.0593.8478.33
UniFDTraining Domain=Community2026.0583.8549.99
DIRETraining Domain=Community2026.0580.2244.65
LGradTraining Domain=Community2026.0566.8125.71
SAFETraining Domain=Community2026.0565.2220.89
AIDETraining Domain=Community2026.0564.610.54
Gram-NetTraining Domain=Community2026.0564.5332.1
CNNDetectionTraining Domain=Community2026.0563.4711.87
CLIPDetectionTraining Domain=Community2026.0563.0729.93
ResNet-50Training Domain=Community2026.0561.1226.31
FreqNetTraining Domain=Community2026.0559.4111.9
LASTEDTraining Domain=Community2026.0556.4311.5
NPRTraining Domain=Community2026.0538.662.24