Table 4 Verification accuracy (%) comparison on the CFP dataset
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 | \(99.47 \pm 0.29\) | \(97.0 \pm 0.82\) |