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AI-generated image detection on GenImage 58 (test)

0.9985BigGAN AUROCSearch-based intermediate representation detector
0.86590.9003250.934750.969175May 5, 2026

Evaluation results

MethodLinks
Search-based intermediate representation detectorMethod category=Search-based method, Optimal layer (l_opt)=132026.050.99850.99730.92570.88830.96090.92780.99330.98490.9990.99750.83030.80830.92940.8920.79970.76590.92960.9078
RIGIDMethod category=Training-free method2026.050.98820.9860.65080.6230.9390.94240.91460.91620.97790.97740.74220.72440.65020.62950.63910.61540.81280.8018
AIDEMethod category=Training-based method2026.050.98110.98360.82920.83080.97210.97970.96390.96970.98260.98870.83730.86840.83290.83820.79490.79660.89920.907
UniDetectorMethod category=Training-based method, Evaluation protocol=linear probing2026.050.970.96130.73460.70070.94120.94230.87070.86310.7870.77560.51470.51640.72850.69050.81030.79420.79460.7805
NPRMethod category=Training-based method2026.050.96420.95850.89440.89470.86910.85080.8430.84990.93880.94880.80690.81460.89960.90050.79010.79650.87580.8768
AeroBladeMethod category=Training-free method2026.050.93520.90130.62870.60340.89650.9060.83710.82270.82070.82110.71280.69740.53420.51370.61340.60780.74730.7342
MINDERMethod category=Training-free method2026.050.9270.91560.65790.6360.93770.94120.89190.88850.83720.83720.73860.71490.65680.64230.64820.63470.78690.7763
SPAIMethod category=Training-based method2026.050.8710.87350.64670.60050.68230.68580.70050.68910.88580.88730.54240.52690.63790.59590.70740.65330.70930.689