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Image Classification on ImageNet 1.0 (val)

80.1Accuracy

Clean

Updated 9d ago

Evaluation Results

Method	Links
Clean 2026.04		80.1	100
Clean 2026.04		80	100
Clean 2026.04		78.83	100
JPEG 2026.04		70.66	29.27
JPEG 2026.04		68.67	29.27
PCA 2026.04		67.32	27.53
PCA 2026.04		67.29	27.68
Clean 2026.04		67.28	100
JPEG 2026.04		66.29	29.22
BestClf 2026.01		60.83	-
LA2pass 2026.01		57.98	-
DEEM 2026.01		57.47	-
iRBM 2026.01		57.37	-
MV 2026.01		56.41	-
DS 2026.01		56.24	-
HLM 2026.01		56.21	-
JPEG 2026.04		54.67	29.41
PCA 2026.04		54.05	27.47
FGSM 2026.04		52.46	14.26
FGSM 2026.04		48.21	14.44
FGSM 2026.04		46.78	14.37
PCA 2026.04		41.77	27.53
JPEG → FGSM 2026.04		33.63	31.53
JPEG → FGSM 2026.04		33.49	31.56
PCA → FGSM 2026.04		33.46	30.71
JPEG → FGSM 2026.04		32.64	31.41
PCA → FGSM 2026.04		25.22	30.86
PCA → FGSM 2026.04		23.4	30.86
L-SML 2026.01		20.33	-
FGSM 2026.04		15.45	14.53
PGD 2026.04		9.67	38.25
AutoAttack 2026.04		6.87	45.58
AutoAttack 2026.04		6.64	47.84
PGD 2026.04		6.3	37.87
AutoAttack 2026.04		5.85	47.8
PGD 2026.04		5.12	37.93
AutoAttack 2026.04		3.82	49.02
JPEG → FGSM 2026.04		1.47	31.41
PCA → PGD 2026.04		1	32.61
JPEG → PGD 2026.04		0.98	30.57
PCA → FGSM 2026.04		0.64	30.86
PCA → PGD 2026.04		0.6	32.42
JPEG → PGD 2026.04		0.59	30.46
JPEG → PGD 2026.04		0.57	30.46
PCA → PGD 2026.04		0.48	32.44
PGD 2026.04		0.01	38.04
JPEG → PGD 2026.04		0	30.48
PCA → PGD 2026.04		0	32.48