AI-generated image detection on ForenSynths v1 (test)

100ProGAN AccuracyPatchCraft

Evaluation results

Method
PatchCraft2026.05	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
PatchCraft2026.05	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
SAFE2026.05	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
CoDA2026.05	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
SAFE2026.05	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
CoDA2026.05	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
LGrad2026.05	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
UFD2026.05	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
NPR2026.05	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
LGrad2026.05	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
UFD2026.05	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
NPR2026.05	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
FatFormer2026.05	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
FatFormer2026.05	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
FreqNet2026.05	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
FreqNet2026.05	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
CNNDet2026.05	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
CNNDet2026.05	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
FreDect2026.05	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
FreDect2026.05	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