Visual Computing for Industry, Biomedicine, and Art

Table 5 Ablation study of attack effectiveness in terms of loss functions used in our method

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	0.671	0.862	0.730	0.615	0.761	0.718	0.885	0.768	0.651	0.814
Ours (+ heatmap loss)	0.605	0.802	0.658	0.516	0.739	0.653	0.826	0.696	0.552	0.796
Ours (+ joints-MSE loss)	0.632	0.825	0.690	0.552	0.752	0.676	0.849	0.721	0.583	0.807
Ours (+ joints-OHKM-MSE loss)	0.623	0.823	0.679	0.539	0.748	0.669	0.846	0.713	0.572	0.804

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