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AI-generated image detection on AIGCDetect (test)

99.9ProGAN Detection Rate

PiND

Updated 6d ago

Evaluation Results

Method	Links
PiND 2025.11		99.9	100	100	99.8	99.4	100	100	100	100	100	97.7	99.9	99.9	100	99.9	100	99.8
B-Free 2025.11		98.6	86.9	97.7	86.6	86.1	99.2	88.8	99.7	99.8	99.8	91	94.6	98.5	99.9	96.2	96.4	93.1
DFFreq 2025.11		98	99.5	97.3	98	97.9	94.7	99.7	73.3	99.9	99.9	99	99.5	100	99.8	99.8	100	97.3
DDA 2025.11		97.7	72.3	88	84.2	91.8	95.2	66.7	68.8	99.9	99.9	97.1	96.8	99.6	99.9	81.3	98.8	89.9
UnivFD 2025.11		95.8	99.7	97.1	90.5	81.1	97.5	99.4	99.9	99.2	98.9	89.6	77.2	95.6	98.4	98	98.3	94.8
SAFE 2025.11		93	92.4	81.5	93.9	90.6	63.5	92	70.6	99	99.9	88.9	99.7	100	99.4	99.6	99.9	91.6
VIB-Net 2025.11		91.9	99.3	95.5	91.2	87.6	98.2	96.2	99.7	99.4	99.2	92.7	81.6	96.7	99	98.4	97.7	95.3
NPR 2025.11		86.6	72.1	56.8	79.8	85.4	37.7	88.2	83.1	99.5	99.5	84.7	99.9	100	97.1	95.4	100	85.4
Effort 2025.11		85.2	99.8	97.3	94.5	76.5	84.7	100	100	99.9	100	98.6	98.1	99.9	99.9	99.7	100	95.9
AIDE 2025.11		71.5	67.4	59.2	69.4	69.5	60.3	87.8	65.4	95.9	95.5	89.4	98.3	99	96	94.7	95	82.1
CNN-Spot 2025.11		42.9	38.6	40.9	34.3	38.8	36.6	45.9	32.5	99.7	99.7	67.2	86.8	99.9	99.4	71.2	91.6	64.1