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Targeted Adversarial Attack on ImageNet (test)

76.46Average Success Rate

M3D + SCGA

Updated 1mo ago

Evaluation Results

Method	Links
M3D + SCGA 2025.06		76.46	-	-	-	-	-	-	76.53	77.11	82.64	87.74	82.81	78.72	74.12	78.29	79.43	47.2
M3D + SCGA 2025.06		75.37	-	-	-	-	-	-	71.02	73.6	80.69	88.04	87.64	83.88	68.97	84.88	69.6	45.36
RDI-FTM-E-SIm=2 2024.11		74.3	96.3	71.2	74.8	54.7	74.6	3.82	-	-	-	-	-	-	-	-	-	-
M3D + SCGA 2025.06		69.37	-	-	-	-	-	-	72.41	69.22	77.94	79.61	82.97	69.83	66.16	76.32	58.2	41.01
M3D 2025.06		67.9	-	-	-	-	-	-	71.24	77.12	73.35	85.37	71.75	73.79	60.63	78.7	69.66	17.34
M3D 2025.06		66.77	-	-	-	-	-	-	68.54	75.48	77.67	79.43	77.64	80.05	54.48	89.04	55.85	9.51
RDI-SI 2024.11		65.7	98.4	58.4	69.2	38.8	63.8	8.38	-	-	-	-	-	-	-	-	-	-
M3D + SCGA 2025.06		62.54	-	-	-	-	-	-	60.35	58.8	68.61	79.73	73.64	65.47	56.12	70.29	52.77	39.63
M3D 2025.06		60.57	-	-	-	-	-	-	64.55	68.95	73.51	69.53	73.04	66.53	46.85	84.39	45.17	13.15
RDI-FTM-E 2024.11		59.7	96	54.9	55.6	36.3	55.8	3.81	-	-	-	-	-	-	-	-	-	-
RDI-FTM 2024.11		56.3	94.3	50.5	53.3	31	52.6	1.92	-	-	-	-	-	-	-	-	-	-
RDI-CFM 2024.11		54	96.5	47.2	50.1	27.4	48.8	1.8	-	-	-	-	-	-	-	-	-	-
M3D 2025.06		52.52	-	-	-	-	-	-	50.73	62.76	63.15	69.53	60.96	57.82	37.28	73.87	37.82	11.29
RDI-ODI 2024.11		50.9	87.6	45.9	42.1	29.5	49.3	4.53	-	-	-	-	-	-	-	-	-	-
RDI-Admix 2024.11		46.3	99.1	39	34.6	18.5	40.5	5.11	-	-	-	-	-	-	-	-	-	-
RDI-VT 2024.11		42.2	98.3	32	29.7	15.3	35.7	10.2	-	-	-	-	-	-	-	-	-	-
RDI 2024.11		37	99.5	24.3	23.3	11.7	26	1.76	-	-	-	-	-	-	-	-	-	-