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Table 4 Verification accuracy (%) comparison on the CFP dataset

From: Facial UV map completion for pose-invariant face recognition: a novel adversarial approach based on coupled attention residual UNets

Model Frontal–frontal Frontal-profile
CASIA-center [35] \(98.34 \pm 0.44\) \(87.77 \pm 2.39\)
CASIA-Sphere [35] \(98.64 \pm 0.24\) \(84.39 \pm 2.59\)
CASIA-sm [35] \(98.59 \pm 0.21\) \(87.74 \pm 1.07\)
CASIA-sm-aug1 [35] \(98.25 \pm 0.42\) \(90.14 \pm 1.53\)
CASIA-sm-augUV-GAN [35] \(98.83 \pm 0.27\) \(93.09 \pm 1.72\)
 Profile2Frontal \(93.55 \pm 1.67\)
 Frontal2Profile \(93.72 \pm 1.59\)
 Template2Template \(94.05 \pm 1.73\)
CASIA-arcface-augAttentionResCUNetGAN \(99.47 \pm 0.29\) \(97.0 \pm 0.82\)