Visual Computing for Industry, Biomedicine, and Art

Table 3 Perturbed performance comparisons of different attack types on the COCO validation set for ViTPose

From: Local imperceptible adversarial attacks against human pose estimation networks

	AP	AP⁵⁰	AP⁷⁵	AP^M	AP^L	AR	AR⁵⁰	AR⁷⁵	AR^M	AR^L
Clean	0.693	0.835	0.757	0.631	0.788	0.732	0.860	0.787	0.661	0.834
BIM	0.444	0.613	0.475	0.357	0.566	0.512	0.665	0.545	0.405	0.661
PGD	0.445	0.613	0.473	0.355	0.571	0.515	0.669	0.546	0.406	0.665
C&W	0.633	0.795	0.690	0.578	0.716	0.684	0.827	0.734	0.616	0.782
Ours	0.620	0.800	0.675	0.542	0.734	0.670	0.824	0.718	0.582	0.794

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