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Image Classification on ImageNet-10

89.83BA

Undefended

Updated 4d ago

Evaluation Results

Method	Links
Undefended 2022.02		89.83	99.07
Undefended 2022.02		89.04	76.2
Undefended 2022.02		88.97	100
Undefended 2022.02		88.87	59.75
NONE 2022.02		87.11	0.14
NONE 2022.02		86.34	0.08
NAD 2022.02		86.29	25.89
NAD 2022.02		85.76	15.82
NONE 2022.02		84.74	6.55
NONE 2022.02		84.51	8.31
NAD 2022.02		84.03	10.93
ABL 2022.02		83.72	6.83
Undefended 2022.02		82.65	66.37
AC 2022.02		82.39	98.44
Undefended 2022.02		82.17	99.64
AC 2022.02		81.58	100
ABL 2022.02		81.35	99.92
ABL 2022.02		81.3	50.52
AC 2022.02		81.22	59.62
NONE 2022.02		80.31	0.14
NAD 2022.02		80.21	22.17
ABL 2022.02		80.2	56.82
AC 2022.02		79.44	23.41
NONE 2022.02		79.39	6.98
ABL 2022.02		79.16	100
AC 2022.02		78.85	14.39
ABL 2022.02		78.34	53.68
NAD 2022.02		76.99	92.61
NAD 2022.02		76.31	23.31
AC 2022.02		74.32	92.41
DP-SGD 2022.02		44.59	7.95
DP-SGD 2022.02		40.31	29.58
DP-SGD 2022.02		23.44	10.06
DP-SGD 2022.02		21.22	65.21
DP-SGD 2022.02		18.06	44.62
DP-SGD 2022.02		17.94	10.8