AI-generated image detection on AIGCDetect (test) benchmark leaderboard · SOTA2 Research

AI-generated image detection on AIGCDetect (test)

99.9ProGAN Detection RatePiND

Evaluation Results

Method	Links
PiND2025.11		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-Free2025.11		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
DFFreq2025.11		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
DDA2025.11		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
UnivFD2025.11		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
SAFE2025.11		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-Net2025.11		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
NPR2025.11		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
Effort2025.11		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
AIDE2025.11		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-Spot2025.11		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