Our new X account is live! Follow @wizwand_team for updates

Synthetic Image Detection on GANs dataset

99.9ProGAN ACC

LGrad

Updated 4d ago

Evaluation Results

Method
LGrad 2023.12	99.9	100	94.8	99.9	96	99.9	82.9	90.7	85.3	94	99.6	100	72.4	79.3	58	67.9	86.1	91.5
FatFormer 2023.12	99.9	100	97.2	99.8	98.8	99.9	99.5	100	99.3	100	99.8	100	99.4	100	93.2	98	98.4	99.7
LGrad 2023.12	99.8	100	94.8	99.7	92.4	99.6	82.5	92.4	85.9	94.7	99.7	99.9	73.7	83.2	60.6	67.8	86.2	92.2
FatFormer 2023.12	99.8	100	87.7	97.4	91.1	99.3	98.9	99.9	99.9	100	100	100	99.9	100	89.4	97.3	95.8	99.2
UniFD 2023.12	99.7	100	78.8	97.4	75.4	96.7	91.2	99	91.9	99.8	96.3	99.9	91.9	100	80	89.4	88.1	97.8
UniFD 2023.12	99.7	100	89	98.7	83.9	98.4	90.5	99.1	87.9	99.8	91.4	100	89.9	100	80.2	90.2	89.1	98.3
F3Net 2023.12	99.4	100	92.6	99.7	88	99.8	65.3	69.9	76.4	84.3	100	100	58.1	56.7	63.5	78.8	80.4	86.2
FrePGAN 2023.12	99	99.9	80.8	92	72.2	94	66	61.8	69.1	70.3	98.5	100	53.1	51	62.2	80.6	75.1	81.2
FrePGAN 2023.12	99	99.9	80.7	89.6	84.1	98.6	69.2	71.1	71.1	74.4	99.9	100	60.3	71.7	70.9	91.9	79.4	87.2
F3Net 2023.12	97.9	100	84.5	99.5	82.2	99.8	65.5	73.4	81.2	89.7	100	100	57	59.2	59.9	83	78.5	88.1
PatchFor 2023.12	97.8	100	82.6	93.1	83.6	98.5	64.7	69.5	74.5	87.2	100	100	57.2	55.4	85	93.2	80.7	87.1
Wang 2023.12	91.4	99.4	63.8	91.4	76.4	97.5	52.9	73.3	72.7	88.6	63.8	90.8	69	64	51.7	62.3	67.1	86.9
BiHPF 2023.12	90.7	86.2	76.9	75.1	76.2	74.7	84.9	81.7	81.9	78.9	94.4	94.4	69.5	78.1	54.4	54.6	78.6	77.9
Frank 2023.12	90.3	85.2	74.5	72	73.1	71.4	75.5	71.2	99.5	99.5	69.2	77.4	60.7	49.1	78.9	76.5	80.3	83.2
BiHPF 2023.12	87.4	87.4	71.6	74.1	77	81.1	82.6	80.6	86	86.6	93.8	80.8	75.3	88.2	53.7	54	78.4	79.1
Frank 2023.12	85.7	81.3	73.1	68.5	75	70.9	76.9	70.8	86.5	80.8	85	77	67.3	65.3	50.1	55.3	75	71.2
Durall 2023.12	81.1	74.4	54.4	52.6	66.8	62	60.1	56.3	61.9	57.4	98.1	98.1	61.9	57.4	50.2	50	67.7	64.4
Durall 2023.12	79	73.9	63.6	58.8	67.3	62.1	69.5	62.9	65.4	60.8	99.4	99.4	67	63	50.5	50.2	70.2	66.4
Wang 2023.12	64.6	92.7	52.8	82.8	75.7	96.6	51.6	70.5	58.6	81.5	51.2	74.3	53.6	86.6	50.6	51.5	57.3	79.6
Blend 2023.12	58.8	65.2	50.1	47.7	48.6	47.4	51.1	51.9	59.2	65.5	59.2	65.3	74.5	89.2	93.8	99.3	61.9	66.4