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ResearchFormerly WizWand

AI-generated image detection on AIGCDetectBench 22 (test)

100ProGAN Detection RateNPR

Evaluation results

Method	Links
NPR2025.08		100	98.6	79.4	98.6	99.6	71.3	97.6	65.5	92.5	100	99.9	74.1	97.4	97.8	99.9	81.5	99.3	91.4
Ladeda2025.08		100	91.5	93.2	100	100	81.8	93	86.9	72.8	100	99.9	77.3	99.1	99.7	100	89.3	99.8	93.2
C2P-CLIP*2025.08		100	100	99.9	99.3	99.7	98.8	100	99.6	98.3	100	100	96.3	98.9	90.4	100	99.9	100	98.8
SAFE2025.08		100	99.5	97.8	99.9	100	96.6	100	73.8	91	100	100	98.1	99.9	99.9	100	99.9	100	97.4
Effort2025.08		100	100	100	99.3	99.2	100	100	100	97.9	100	100	97.5	99.8	98.9	100	100	99.9	99.7
Ours2025.08		100	100	99.7	99.8	99.9	97	100	99.5	95.2	100	100	100	99.8	97	100	100	100	99.2
CNN-Spot2025.08		99.9	91	59.2	94.8	94.2	86.1	82.5	65.5	74.2	97.6	97.6	66.6	83.1	80.4	88.9	57	87.8	84.3
UnivFD2025.08		99.9	90.5	79.2	55.7	48.7	91.1	96.9	92.8	26.9	96.3	96	65.2	95.3	91.7	97.4	87.2	62.3	91.9
VIB-Net2025.08		99.9	99.7	97.1	93.9	98.1	99.2	99.7	95.7	83.6	100	99.9	91.2	96.4	94.3	99.9	97.4	94.6	96.5
DFFreq2025.08		99.7	99	98.4	100	100	98.1	99.8	89	87.5	100	99.9	98.7	99.5	99.7	100	99.3	99.9	98.1
AIDE2025.08		99.6	98.2	91.6	99.4	99.9	74.1	99.7	90.8	66.5	100	99.9	99.4	99.9	90.3	99.9	99.3	99.9	94.5
FreqNet2025.08		99.4	97.5	87.9	95.9	94.2	54	100	57	88.5	99.9	99.9	73.9	94.1	94.4	99.1	74.9	92.3	88.4