Table 8 Multi-scale structural similarity index (MS-SSIM) diversity score.

From: Novel dual gland GAN architecture improves human protein localization classification using salivary and pituitary gland inspired loss functions

Architecture

MS-SSIM diversity (↓)

Standard deviation

p-value

Dual-Gland GAN (Ours)

0.187

 ± 0.021

–

Traditional GAN42

0.493

 ± 0.075

 < 0.001

DCGAN34

0.412

 ± 0.068

 < 0.001

WGAN43

0.351

 ± 0.057

 < 0.001

Pix2Pix GAN44

0.322

 ± 0.048

 < 0.001

Conditional GAN45

0.338

 ± 0.052

 < 0.001

CycleGAN46

0.315

 ± 0.047

 < 0.001

GSIP-GAN40

0.256

 ± 0.035

0.005

ECP-IGANN37

0.231

 ± 0.029

0.017

MCI-GAN38

0.274

 ± 0.039

0.004

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