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ResearchFormerly WizWand

AI-Generated Image Detection on Mirage (test)

99.18Human Overall AccuracyOmniAID-Mirage

Evaluation results

Method	Links
OmniAID-Mirage2025.11		99.18	—	—	—	—	92.57	—	—	97.02	—	—	98.47	—	—	—	96.81
OmniAID-Mirage2025.11		93.69	98.13	89.25	93.69	69.06	81.37	97.17	72.67	84.92	98.53	75.6	87.07	—	94.92	94.92	88.39
OmniAID2025.11		64.73	—	—	—	—	59.07	—	—	46.57	—	—	43.2	—	—	—	53.39
OmniAID2025.11		59.38	76.4	42.35	82.63	29.17	55.9	82.6	15.43	49.02	80.6	12.45	46.53	—	44.67	44.67	51.1
DIRE2025.11		50.14	99.07	1.22	99.2	2.6	50.9	97.18	1.33	49.26	98.8	0.58	49.69	—	2.18	2.18	40.43
DRCT2025.11		48.16	90.2	6.12	93.43	13.77	53.6	91.58	7.17	49.38	91.97	5.63	48.8	—	10.28	10.28	42.04
DIRE2025.11		47	—	—	—	—	54.69	—	—	42.48	—	—	42.75	—	—	—	46.73
Effort2025.11		46.03	67.98	24.07	81.26	27.57	54.41	57.72	21.38	39.55	64.9	33.12	49.01	—	26.13	26.13	43.03
NPR2025.11		45.74	79.32	12.17	68.86	17.91	43.39	77.12	12.67	44.89	71.92	18	44.96	—	13.45	13.45	38.49
NPR2025.11		45.54	—	—	—	—	44.16	—	—	44.69	—	—	45.17	—	—	—	44.89
Effort2025.11		45.12	—	—	—	—	56.25	—	—	39.1	—	—	46.86	—	—	—	46.83
DRCT2025.11		42.44	—	—	—	—	55.13	—	—	43.41	—	—	44.18	—	—	—	46.29
AIDE2025.11		39.49	—	—	—	—	39.1	—	—	36.64	—	—	38.86	—	—	—	38.52
AIDE2025.11		36.48	62.93	10.02	61.94	15.37	38.66	54.97	10	32.49	67.28	10	38.64	—	10.02	10.02	31.25