Adversarial Attack Imperceptibility on Adversarial Attack (Evaluation Set) benchmark leaderboard · SOTA2 Research

Adversarial Attack Imperceptibility on Adversarial Attack (Evaluation Set)

1SSIMClean

Evaluation Results

Method	Links
Clean2026.02		1	0	1	1	1	1
SGMA2026.02		0.9161	0.0369	0.9857	0.8095	0.6775	0.9336
PNA + PathOut2026.02		0.9086	0.0379	0.9832	0.832	0.6852	0.9401
Schlarmann and Hein2026.02		0.9063	0.0378	0.9856	0.8079	0.6604	0.945
Cui et al.2026.02		0.8978	0.0406	0.9835	0.7991	0.6444	0.9395
VT-Attack2026.02		0.8978	0.0411	0.9836	0.7988	0.644	0.9392
TGR2026.02		0.8943	0.0428	0.9828	0.7967	0.6383	0.9387
Attack-Bard2026.02		0.8924	0.0397	0.9833	0.7976	0.6433	0.9393
PNA2026.02		0.8596	0.0619	0.9743	0.7835	0.5933	0.9132