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AI-Generated Image Detection on DRCT-2M 1.0 (test)

99.97Detection Rate LDM

Conv-B

Updated 4d ago

Evaluation Results

Method	Links
Conv-B 2026.01		99.97	100	99.97	95.84	64.44	82	80.82	60.75	99.27	62.33	99.8	83.4	73.28	61.65	51.79	50.41	79.11
Effort 2026.01		99.95	100	100	99.93	99.74	99.73	99.85	99.75	99.89	99.53	99.97	98.99	99.76	50	50	50	90.44
CNNSpot 2026.01		99.87	99.91	99.9	97.55	66.25	86.55	86.15	72.42	98.26	61.72	97.96	85.89	82.84	60.93	51.41	50.28	81.12
F3Net 2026.01		99.85	99.78	99.79	88.66	55.85	87.37	68.29	63.66	97.39	54.98	97.98	72.39	81.99	65.42	50.39	50.27	77.13
DCCT (Ours) 2026.01		99.7	99.7	99.7	99.32	99.7	99.7	99.7	99.7	99.7	99.7	99.39	99.14	99.47	54.1	54.51	54.95	91.13
GramNet 2026.01		99.4	99.01	98.84	95.3	62.63	80.68	71.19	69.32	93.05	57.02	89.97	75.55	82.68	51.23	50.01	50.08	76.62
CLIP/RN50 2026.01		99	99.99	99.96	94.61	62.08	91.43	83.57	64.4	98.97	57.43	99.74	80.69	82.03	65.83	50.67	50.47	80.05
UnivFD 2026.01		98.3	96.22	96.33	93.83	91.01	93.91	86.38	85.92	90.44	88.99	90.41	81.06	89.06	51.96	51.03	50.46	83.46
DIRE 2026.01		98.19	99.94	99.96	68.16	53.84	71.93	58.87	54.35	99.78	59.73	99.65	64.2	59.13	51.99	50.04	49.97	71.23
LGrad 2026.01		96.79	97.87	97.93	87.8	54.52	77.07	98.11	98.2	97.8	59.75	94.58	92.93	90.67	49.44	49.36	49.44	80.7
DRCT 2026.01		96.74	96.26	96.33	94.89	96.24	93.46	93.43	92.94	91.17	95.01	95.6	92.68	91.95	94.1	69.55	57.43	90.49
NPR 2026.01		94.92	97.73	97.78	82.96	67.52	79.72	95.81	95.85	97.68	80.32	94.45	92.96	90.22	49.24	49.41	49.01	83.63
AIDE 2026.01		94.05	96.77	96.71	86.94	65.76	80.48	77.54	73.84	97.95	72.88	89.07	72.29	75.03	49.96	49.95	49.95	76.2
DE-FAKE 2026.01		92.1	99.53	99.51	89.65	64.02	69.24	92	93.93	99.13	70.89	58.98	62.34	66.66	50.12	50.16	50	75.52
LNP 2026.01		49.5	99.45	99.45	51.26	56.37	71.24	99.32	99.44	98.96	65.3	66.07	71.02	69.81	50.71	50.65	49.82	71.77