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AI-generated image detection on AIGCDetectBench 22 (test)

100ProGAN Detection Rate

NPR

Updated 1mo ago

Evaluation Results

Method	Links
NPR 2025.08		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
Ladeda 2025.08		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
SAFE 2025.08		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
Effort 2025.08		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
Ours 2025.08		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-Spot 2025.08		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
UnivFD 2025.08		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-Net 2025.08		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
DFFreq 2025.08		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
AIDE 2025.08		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
FreqNet 2025.08		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