Table 7 Inception score (IS) comparison.

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

Architecture

IS (↑)

Standard Deviation

p-value

Dual-Gland GAN (Ours)

9.83

 ± 0.31

–

Traditional GAN42

5.21

 ± 0.85

 < 0.001

DCGAN34

6.72

 ± 0.64

 < 0.001

WGAN43

7.63

 ± 0.48

 < 0.001

Pix2Pix GAN44

8.12

 ± 0.39

 < 0.001

Conditional GAN45

7.85

 ± 0.42

 < 0.001

CycleGAN46

8.23

 ± 0.37

 < 0.001

GSIP-GAN40

8.92

 ± 0.35

0.006

ECP-IGANN37

9.16

 ± 0.33

0.024

MCI-GAN38

8.75

 ± 0.36

0.004

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