AI-Generated Image Detection on X-Fuse benchmark leaderboard · SOTA2 Research

AI-Generated Image Detection on X-Fuse

80.87Overall (F1)AgentFoX-32B

Evaluation Results

Method	Links
AgentFoX-32B2026.03		80.87	78.54	78.04	75.58	75.71	89.75	88.25	69.14	70.88	91.5	88.03	73.23	75.83	89.21	86.65	79.49
AgentFoX-32B2026.03		80.87	—	—	—	—	—	—	—	—	—	—	—	—	—	—	79.49
AgentFoX-8B2026.03		74.51	73.36	72.94	65.93	67.02	82.67	79.78	65.95	68.39	84.94	79.49	56.64	65.56	88.83	86.27	73.29
AgentFoX-8B2026.03		74.51	—	—	—	—	—	—	—	—	—	—	—	—	—	—	73.29
Semantic Analyzer2026.03		71.08	—	—	—	—	—	—	—	—	—	—	—	—	—	—	75.49
Probability Avg*2026.03		66.8	—	—	—	—	—	—	—	—	—	—	—	—	—	—	68.18
MLP Fusion2026.03		66.08	—	—	—	—	—	—	—	—	—	—	—	—	—	—	72.21
Resnet Fusion2026.03		64.28	—	—	—	—	—	—	—	—	—	—	—	—	—	—	71.97
NPR2026.03		59.76	76.42	77.25	77.15	78.37	57.22	63.86	39.43	64.73	86.96	82.05	57.98	61.72	23.15	53.89	67.41
Majority Vote*2026.03		58.22	—	—	—	—	—	—	—	—	—	—	—	—	—	—	61.66
FreqNet2026.03		56.37	73.48	76.08	72.89	78.37	39.75	56.98	30.61	66.06	63.48	58.69	42.25	51.34	52.14	62.78	65.82
Gating Network2026.03		55.01	—	—	—	—	—	—	—	—	—	—	—	—	—	—	55.76
FakeVLM2026.03		52.78	—	—	—	—	—	—	—	—	—	—	—	—	—	—	58.07
RINE2026.03		52.23	—	—	—	—	—	—	—	—	—	—	—	—	—	—	52.46
DRCT2026.03		51.98	—	—	—	—	—	—	—	—	—	—	—	—	—	—	51.98
Patch Shuffle2026.03		51.68	—	—	—	—	—	—	—	—	—	—	—	—	—	—	50.5
SPAI2026.03		50.94	—	—	—	—	—	—	—	—	—	—	—	—	—	—	49.94
C2P-CLIP2026.03		47.56	—	—	—	—	—	—	—	—	—	—	—	—	—	—	63.45
DeeCLIP2026.03		47.39	—	—	—	—	—	—	—	—	—	—	—	—	—	—	62.57
FatFormer2026.03		46.85	63.84	71.57	74.53	80.85	33.01	54.2	17.52	62.46	54.1	52.27	52.32	57.4	32.62	56.39	62.16
UniFD2026.03		39	50.13	62.94	53.05	68.62	30.77	52.11	13	59.9	41.44	44.44	50.13	48.66	23.26	45	56.24