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ResearchFormerly WizWand

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

99.97Detection Rate LDMConv-B

Evaluation results

Method	Links
Conv-B2026.01		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
Effort2026.01		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
CNNSpot2026.01		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
F3Net2026.01		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
GramNet2026.01		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/RN502026.01		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
UnivFD2026.01		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
DIRE2026.01		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
LGrad2026.01		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
DRCT2026.01		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
NPR2026.01		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
AIDE2026.01		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-FAKE2026.01		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
LNP2026.01		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