Table 19 Loss function weighting ablation study. Significant values are in bold.

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

\({{\varvec{\lambda}}}_{{\varvec{S}}{\varvec{G}}}\)

\({{\varvec{\lambda}}}_{{\varvec{P}}{\varvec{G}}}\)

FID (↓)

IS (↑)

F1-score (↑)

Convergence (epochs)

Stability score

1.0

0.0

12.34

8.12

0.782

95

0.68

0.8

0.2

10.91

8.67

0.814

87

0.75

0.75

0.5

8.47

9.83

0.853

78

0.92

0.6

0.7

9.23

9.41

0.836

83

0.84

0.5

0.8

11.67

8.89

0.798

92

0.71

0.0

1.0

14.67

7.85

0.761

102

0.63

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