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ResearchFormerly WizWand

AIGC Detection on AIGCDetect-Benchmark various generators

100ProGAN AccuracyCNNS

Evaluation results

Method	Links
CNNS2026.01		100	99.83	85.99	94.94	99.04	90.82	99.48	99.85	75.67	72.28	66.24	53.51	61.2	61.56	68.83	57.34	72.62	79.95
Fusing2026.01		100	99.5	90.7	95.5	99.8	88.3	99.6	93.3	94.1	77.5	70	68.12	65.4	65.7	75.6	64.6	79.41	83.95
GramNet2026.01		100	99.23	81.79	95.33	99.23	84.99	99.11	95.21	73.11	66.76	56.82	49.82	59.83	60.37	61.13	55.62	68.22	76.86
LNP2026.01		100	99.27	94.54	89.52	100	84.54	99.7	42.75	93.37	92.76	86.92	98.26	96.34	96	94.91	95.33	87.75	91.29
LGard2026.01		100	98.31	92.93	95.01	100	95.43	97.89	57.99	72.95	80.42	71.86	82.55	62.37	62.85	77.47	62.48	80.03	81.8
UniFD2026.01		100	97.56	99.27	99.8	99.37	99.98	97.9	96.73	86.81	83.81	74	63.04	86.14	85.64	96.53	91.07	67.59	89.73
Pat.C.2026.01		100	98.96	99.42	85.26	100	81.33	97.74	95.26	93.4	94.04	96.48	99.56	99.06	99.06	96.26	97.54	99.89	96.07
OursFFT2026.01		100	97.86	95.07	96.37	99.93	84.98	97.8	95.87	94.88	97.19	95.77	99	97.26	97.31	92.81	94.91	99.61	96.27
FreDect2026.01		99.99	88.98	93.62	84.78	99.49	82.84	82.54	55.85	61.77	52.92	46.09	38.2	37.83	37.76	85.1	39.58	49.45	66.87
D-G2026.01		99.08	91.74	75.25	80.56	99.34	72.15	88.29	60.13	85.84	78.35	61.86	74.48	49.87	49.52	54.57	55.38	53.97	72.38
D-D2026.01		58.79	56.68	46.91	50.03	40.64	47.34	58.03	59.02	99.79	99.54	97.32	99.71	98.61	98.83	98.98	98.37	99.1	76.92