Fake Image Detection on AIGC Dataset benchmark leaderboard · SOTA2 Research

Fake Image Detection on AIGC Dataset

100ProGAN (Training)CNNSpot

Evaluation Results

Method	Links
CNNSpot2026.02		100	90.17	71.17	87.62	94.6	81.42	86.91	91.65	60.39	58.07	51.39	50.57	50.53	56.46	51.03	50.45	70.78	18.91	1.1
Fusing2026.02		100	85.2	77.4	87	97	77	83.3	66.8	49	57.2	52.2	51	51.4	55.1	51.7	52.8	68.38	18.04	1.02
PatchCraft2026.02		100	92.77	95.8	70.17	99.97	71.58	89.55	85.8	82.17	83.79	90.12	95.38	95.3	88.91	91.07	96.6	89.31	8.89	4.42
AIDE2026.02		99.99	99.64	83.95	98.48	99.91	73.25	98	94.2	93.43	95.09	77.2	93	92.85	95.16	93.55	96.6	92.77	7.92	5.4
LGrad2026.02		99.83	91.08	85.62	86.94	99.27	78.46	85.32	55.7	67.15	66.11	65.35	63.02	63.67	72.99	59.55	65.45	75.34	14.26	1.78
UnivFD2026.02		99.81	84.93	95.08	98.33	95.75	99.47	74.96	86.9	66.87	62.46	56.13	63.66	63.49	85.31	70.93	50.75	78.43	16.73	1.7
NPR2026.02		99.79	97.7	84.35	96.1	99.35	82.5	98.38	65.8	69.69	78.36	77.85	78.63	78.89	78.13	76.11	64.9	82.91	11.92	2.76
LNP2026.02		99.67	91.75	77.75	84.1	99.92	75.39	94.64	70.85	84.73	80.52	65.55	85.55	85.67	74.46	82.06	88.75	83.84	9.78	3.46
FreDect2026.02		99.36	78.02	81.97	78.77	94.62	80.57	66.19	50.75	63.42	54.13	45.87	38.79	39.21	77.8	40.3	34.7	64.03	21.08	0.67
SimLBR2026.02		99.29	87.38	95.52	88.11	88.54	97.14	84.57	89.5	85.89	90.88	75.54	85.51	84.43	93.2	90.08	78.8	88.4	6.23	6.16
DIRE-G2026.02		95.19	83.03	70.12	74.19	95.47	67.79	75.31	58.05	75.78	71.75	58.01	49.74	49.83	53.68	54.46	66.48	68.68	14.46	1.29
DIRE-D2026.02		52.75	51.31	49.7	49.58	46.72	51.23	51.72	53.3	98.25	92.42	89.45	91.24	91.63	91.9	90.9	92.45	71.53	21.55	1