Share your thoughts, 1 month free Claude Pro on usSee more

AIGC Image Detection on AIGCDetect-Benchmark

100ProGAN

CNNS

Updated 1mo ago

Evaluation Results

Method	Links
CNNS 2026.01		100	90.17	71.17	87.62	94.6	81.42	86.91	91.65	60.39	58.07	51.39	50.45	50.57	50.53	56.46	51.03	53.03	69.73
Fusing 2026.01		100	85.2	77.4	87	97	77	83.3	66.8	49	57.2	52.2	52.8	51	51.4	55.1	51.7	55.6	67.63
Pat.C. 2026.01		100	92.77	95.8	70.17	99.97	71.58	89.55	85.8	82.17	83.79	90.12	96.6	95.38	95.3	88.91	91.07	98.43	89.85
GramNet 2026.01		99.99	87.05	67.33	86.07	95.05	69.35	87.28	86.8	58.61	54.5	50.02	49.25	51.7	52.16	52.86	50.76	64.53	68.43
LNP 2026.01		99.95	92.64	88.43	79.07	100	79.17	93.82	50	83.91	83.5	69.55	92.45	89.33	88.81	85.03	86.39	87.75	85.28
OursFFT 2026.01		99.94	88.78	87.58	91.22	99.3	78.83	89.54	87.2	85.58	90.89	88.68	96.35	91.82	91.39	85.21	88.76	97.18	90.49
LGard 2026.01		99.83	91.08	85.62	86.94	99.27	78.46	85.32	55.7	67.15	66.11	65.35	65.45	63.02	63.67	72.99	59.55	71.3	75.11
UniFD 2026.01		99.81	84.93	95.08	98.33	95.75	-	74.96	86.9	66.87	62.46	56.13	50.75	63.66	63.49	85.31	70.93	50.73	76.8
FreDetc 2026.01		99.36	78.02	81.97	78.77	94.62	80.57	66.19	50.75	63.42	54.13	45.87	34.7	38.79	39.21	77.8	40.3	51.23	63.28
D-G 2026.01		95.19	83.03	70.12	74.19	95.47	67.79	75.31	58.05	75.78	71.75	58.01	66.48	49.74	49.83	53.68	54.46	55.35	67.9
D-D 2026.01		52.75	51.31	49.7	49.58	46.72	51.23	51.72	53.3	98.25	92.42	89.45	92.45	91.24	91.63	91.9	90.9	91.28	72.7