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ResearchFormerly WizWand

AI-Generated Image Detection on GenImage 1.0 (various)

100Midjourney AccuracyPGC

Evaluation results

Method	Links
PGC2026.05		100	100	100	100	100	100	100	100	100	100	100	100	100	100	86.7	99.7	98.3	100
DDA2026.05		96.3	99.6	98	99.9	98.1	99.9	88.4	97.1	86.5	96.8	97.7	99.9	63.1	81.3	76.3	92.3	88.1	95.8
CoD2026.05		96	99	99.7	99.9	99.8	100	85.2	97.4	95.9	99.2	98.2	99.9	96.8	99.9	98.3	99.9	96.2	99.4
SAFE2026.05		95.2	99	99.4	99.1	99.3	99.7	82.2	96.7	96.2	99.3	98.1	99.8	96.2	99.4	97.7	99.8	95.5	99.1
B-Free2026.05		94.9	99	98.8	100	98.9	100	78.1	92.4	83.8	96.1	98.8	100	88.3	97.1	68.6	92.6	88.8	97.1
PatchCraft2026.05		89.7	96.2	95	98.9	94.6	98.8	81.6	93.3	83.5	93.8	90.9	97.4	88.2	95.9	91.5	97.8	89.4	96.5
AIDE2026.05		81.4	98	99.8	100	99.8	100	78.5	94.6	91.8	99.1	98.9	100	80.2	97.1	66.8	93.5	87.1	97.8
NPR2026.05		77.8	85.4	78.6	84	78.9	84.6	69.7	74.6	78.4	85.7	76.1	80.5	78.1	81	80.1	88.2	77.2	83
LGrad2026.05		75.7	77.5	76.3	80.1	77.4	80.1	51.8	51	49.8	50.5	73.1	75.4	52.1	51.5	40.5	30.2	61.8	62
FreqNet2026.05		69.7	78.5	64.2	74.5	64.9	75.6	83.5	92	81.2	88.5	57.8	67	81.4	90	90.5	95	74.2	82.6
UnivFD2026.05		56.9	68.5	65.1	81.5	64.7	81	69.2	84.2	60.1	73.5	73.5	89	86	95	89.3	97	70.6	83.7
FatFormer2026.05		56	62.7	67.8	81.1	67.3	81.4	78.2	91.5	87.9	95.5	73	85.7	86.8	96.9	96.7	99	76.7	86.7
CNNDet2026.05		50.1	53.4	50.3	55.9	50.3	56.1	53	69.2	51.7	66.9	51.4	62.4	50	53.5	69.8	91.5	53.3	63.6
FreDect2026.05		32.1	35.7	28.8	34.9	28.9	34.6	62.9	70.1	42.8	42.2	35.9	38	72.1	84.2	26.1	34.7	41.2	46.8