Synthetic Image Detection on Self-Synthesis 9 GANs 34 (test) benchmark leaderboard · SOTA2 Research

Synthetic Image Detection on Self-Synthesis 9 GANs 34 (test)

99.5AttGAN AccuracyADOF

Evaluation Results

Method	Links
ADOF2026.06		99.5	100	92.2	100	96	99.6	94.1	99.1	96	99.7	100	100	77.5	86.7	94.8	99.3	97.8	99.7	94.2	98.2
F3Net2026.06		85.2	94.8	87.1	97.5	89.5	99.8	67.1	83.1	73.7	99.6	98.8	100	65.4	70	51.6	93.6	60.3	99.9	75.4	93.1
NPR2026.06		83	96.2	99	99.8	98.7	99	94.5	98.3	98.6	99	99.6	100	79	80	88.8	97.4	98	100	93.2	96.6
Ojha2026.06		78.5	98.3	72	98.9	77.6	99.8	77.6	98.9	77.6	99.7	78.2	98.7	85.2	98.1	77.6	98.7	74.2	97.8	77.6	98.8
LGrad2026.06		68.6	93.8	69.9	89.2	50.3	54	71.1	82	57.5	67.3	89.1	99.1	78.5	86	78	87.4	54.8	68	68.6	80.8
Patchfor2026.06		68	92.9	97.1	100	97.8	99.9	93.6	98.2	97.9	100	99.6	100	66.8	68.1	97.6	99.8	92.7	99.8	90.1	95.4
Frank2026.06		65	74.4	39.4	39.9	31	36	41.1	41	38.4	40.5	69.2	96.2	69.7	81.9	48.4	47.9	25.4	34	47.5	54.7
SelfBland2026.06		63.1	66.1	56.4	59	75.1	82.4	79	82.5	68.6	74	73.6	77.8	53.2	53.9	61.6	65	61.2	66.7	65.8	69.7
GANDetection2026.06		57.4	75.1	67.9	100	67.8	99.7	67.6	92.4	67.7	99.3	60.9	86.2	69.6	83.5	66.7	90.6	69.6	97.2	66.1	91.6
CNNDetection2026.06		51.1	83.7	50.2	44.9	81.5	97.5	71.1	94.7	72.9	94.4	53.3	82.1	55.2	66.1	62.7	90.4	63	92.7	62.3	82.9
Durall2026.06		39.9	38.2	48.2	30.9	60.9	67.2	50.1	51.7	59.5	65.5	80	88.2	87.3	97	54.8	58.9	62.1	72.5	60.3	63.3