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

AI-Generated Image Detection on X-Fuse

80.87Overall (F1)

AgentFoX-32B

Updated 24d ago

Evaluation Results

Method	Links
AgentFoX-32B 2026.03		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-32B 2026.03		80.87	-	-	-	-	-	-	-	-	-	-	-	-	-	-	79.49
AgentFoX-8B 2026.03		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-8B 2026.03		74.51	-	-	-	-	-	-	-	-	-	-	-	-	-	-	73.29
Semantic Analyzer 2026.03		71.08	-	-	-	-	-	-	-	-	-	-	-	-	-	-	75.49
Probability Avg* 2026.03		66.8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	68.18
MLP Fusion 2026.03		66.08	-	-	-	-	-	-	-	-	-	-	-	-	-	-	72.21
Resnet Fusion 2026.03		64.28	-	-	-	-	-	-	-	-	-	-	-	-	-	-	71.97
NPR 2026.03		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
FreqNet 2026.03		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 Network 2026.03		55.01	-	-	-	-	-	-	-	-	-	-	-	-	-	-	55.76
FakeVLM 2026.03		52.78	-	-	-	-	-	-	-	-	-	-	-	-	-	-	58.07
RINE 2026.03		52.23	-	-	-	-	-	-	-	-	-	-	-	-	-	-	52.46
DRCT 2026.03		51.98	-	-	-	-	-	-	-	-	-	-	-	-	-	-	51.98
Patch Shuffle 2026.03		51.68	-	-	-	-	-	-	-	-	-	-	-	-	-	-	50.5
SPAI 2026.03		50.94	-	-	-	-	-	-	-	-	-	-	-	-	-	-	49.94
C2P-CLIP 2026.03		47.56	-	-	-	-	-	-	-	-	-	-	-	-	-	-	63.45
DeeCLIP 2026.03		47.39	-	-	-	-	-	-	-	-	-	-	-	-	-	-	62.57
FatFormer 2026.03		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
UniFD 2026.03		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