Table 2 Comparison of FID values for different methods.

From: Principal component guided DCGAN for mitigating mode collapse in electromagnetic pulse signal synthesis

Different methods

FID values

Baseline model

127.09

Baseline model + balancing strategy

122.72

WGAN-GP

103.88

PCA-DCGAN

91.62