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

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

99.6AttGAN AccuracyFixed-mapping

Evaluation Results

Method	Links
Fixed-mapping2025.12		99.6	99.9	99.1	100	98.9	100	99.8	100	99.4	100	99.7	100	85.2	91.7	99.1	100	99.9	100	97.9	98.8
Random-mapping2025.12		99.4	100	99.9	100	99.4	99.7	99	99.9	99.2	99.8	99.9	100	77.4	83.1	98.3	99.8	99.9	100	96.9	98
F3Net2025.12		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
NPR2025.12		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
UnivFD2025.12		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
LGrad2025.12		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
Patchfor2025.12		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
Frank2025.12		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
SelfBlend2025.12		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
GANDetection2025.12		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
CNNDetection2025.12		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
Durall2025.12		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