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Adversarial Attack Imperceptibility on ImageNet

38.35PSNR

PUSNet

Updated 25d ago

Evaluation Results

Method	Links
PUSNet 2026.03		38.35	0.962	0.009
FBA2D 2025.12		36.8	0.96	-
FBA2D 2025.12		36.3	0.95	-
FBA2D 2025.12		36.1	0.95	-
FBA2D 2025.12		35.7	0.94	-
FBA2D 2025.12		34.9	0.93	-
PUSNet-MK 2026.03		34.05	0.951	0.016
GeoDA 2025.12		33.8	0.93	-
GeoDA 2025.12		33.5	0.92	-
GeoDA 2025.12		33.2	0.92	-
HiNet 2026.03		32.81	0.862	0.018
GeoDA 2025.12		32.7	0.91	-
GeoDA 2025.12		32.4	0.9	-
TA 2025.12		31.7	0.89	-
TA 2025.12		31.3	0.88	-
TA 2025.12		31.1	0.88	-
TA 2025.12		30.6	0.87	-
HSJA 2025.12		30.5	0.88	-
UDH 2026.03		30.35	0.871	0.024
HSJA 2025.12		30.2	0.87	-
TA 2025.12		30	0.86	-
HSJA 2025.12		29.8	0.87	-
HSJA 2025.12		29.3	0.86	-
HSJA 2025.12		28.9	0.85	-
ADBA 2025.12		28.5	0.84	-
ADBA 2025.12		28.1	0.83	-
ADBA 2025.12		27.9	0.83	-
ADBA 2025.12		27.3	0.82	-
Sign-OPT 2025.12		27.2	0.83	-
Baluja 2026.03		27.13	0.903	0.036
Sign-OPT 2025.12		26.8	0.82	-
ADBA 2025.12		26.8	0.81	-
Sign-OPT 2025.12		26.5	0.81	-
Sign-OPT 2025.12		25.8	0.8	-
Sign-OPT 2025.12		25.3	0.79	-
HiDDeN 2026.03		25.09	0.823	0.043