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AI-generated image detection on ForenSynths v1 (test)

100ProGAN Accuracy

PatchCraft

Updated 8d ago

Evaluation Results

Method
PatchCraft 2026.05	100	100	93	98.7	89.7	97.7	95.7	99.3	70	85.1	100	100	71.9	81.8	58.6	79.6	84.8	92.7
PatchCraft 2026.05	100	100	93	98.7	89.7	97.7	95.7	99.3	70	85.1	100	100	71.9	81.8	58.6	79.6	84.8	92.7
SAFE 2026.05	99.9	100	97.8	99.8	98.6	100	89.5	95.4	99.6	99.8	99.7	100	91.4	97	91.4	97.5	96	98.7
CoDA 2026.05	99.9	100	98.2	99.9	98.6	99.9	93.6	98	99.1	99.9	100	100	99.9	99.9	93.4	98.5	98.2	99.6
SAFE 2026.05	99.9	100	97.8	99.8	98.6	100	89.5	95.4	99.6	99.8	99.7	100	91.4	97	91.4	97.5	96	98.7
CoDA 2026.05	99.9	100	98.2	99.9	98.6	99.9	93.6	98	99.1	99.9	100	100	99.9	99.9	93.4	98.5	98.2	99.6
LGrad 2026.05	99.8	100	94.8	99.9	96	99.9	82.9	90.5	85.3	94.7	99.6	100	72.4	79.2	58.1	67.8	86.1	91.6
UFD 2026.05	99.8	100	89	98.8	83.8	98.6	90.5	99.1	87.8	99.6	91.2	100	89.9	99.2	80.1	90.2	89.1	98.2
NPR 2026.05	99.8	100	96.3	100	97.2	100	87.5	94.5	95	95.7	99.7	100	86.6	88.2	77.4	86.1	92.4	95.6
LGrad 2026.05	99.8	100	94.8	99.9	96	99.9	82.9	90.5	85.3	94.7	99.6	100	72.4	79.2	58.1	67.8	86.1	91.6
UFD 2026.05	99.8	100	89	98.8	83.8	98.6	90.5	99.1	87.8	99.6	91.2	100	89.9	99.2	80.1	90.2	89.1	98.2
NPR 2026.05	99.8	100	96.3	100	97.2	100	87.5	94.5	95	95.7	99.7	100	86.6	88.2	77.4	86.1	92.4	95.6
FatFormer 2026.05	99.7	100	97.2	99.6	98.7	99.8	99.5	100	99.2	99.8	99.7	100	99.3	100	93.2	97.6	98.2	99.5
FatFormer 2026.05	99.7	100	97.2	99.6	98.7	99.8	99.5	100	99.2	99.8	99.7	100	99.3	100	93.2	97.6	98.2	99.5
FreqNet 2026.05	99.6	100	90.2	99.6	88	95.5	90.5	95.5	95.5	99.7	85.8	100	93.4	98.6	88.9	94.5	91.5	97.9
FreqNet 2026.05	99.6	100	90.2	99.6	88	95.5	90.5	95.5	95.5	99.7	85.8	100	93.4	98.6	88.9	94.5	91.5	97.9
CNNDet 2026.05	91.4	99.2	63.8	91.4	76.4	96.7	52.9	73.3	72.6	88.2	63.8	90.7	63.8	92.2	51.7	62.3	76	86.7
CNNDet 2026.05	91.4	99.2	63.8	91.4	76.4	96.7	52.9	73.3	72.6	88.2	63.8	90.7	63.8	92.2	51.7	62.3	76	86.7
FreDect 2026.05	90.3	85.2	74.4	72.2	73.1	71.4	88.7	86.5	75.4	71.7	99.5	99.5	69	77.4	60.7	49.2	78.9	76.6
FreDect 2026.05	90.3	85.2	74.4	72.2	73.1	71.4	88.7	86.5	75.4	71.7	99.5	99.5	69	77.4	60.7	49.2	78.9	76.6