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. Author manuscript; available in PMC: 2022 Aug 26.
Published in final edited form as: IEEE J Biomed Health Inform. 2022 Aug 11;26(8):3966–3975. doi: 10.1109/JBHI.2022.3172976

TABLE II.

Evaluation for Image Synthesis on COPDGene Dataset

Resolution 1283 2563
FID↓ MMD↓ IS↑ FID↓ MMD↓ IS↑
WGAN 0.012±.001 0.092±.059 1.99±.07 0.161±.044 0.471±.110 1.97±.05
VAE-GAN 0.139±.002 1.065±.008 1.19±.03 0.328±.007 1.028±.008 1.18±.03
α-GAN 0.010±.004 0.089±.056 1.89±.04 0.043±.094 0.323±.080 1.96±.03
Progressive GAN 0.015±.007 0.150±.072 1.75±.11 0.107±.037 0.287±.123 1.76±.11
StyleGAN 2 0.011±.001 0.071±.002 2.03±.02 0.081±.003 0.225±.008 2.06±.01
CCE-GAN 0.010±.004 0.087±.039 1.97±.05 0.074±.038 0.252±.116 1.95±.04
HA-GAN 0.005±.003 0.038±.020 2.05±.05 0.008±.003 0.022±.010 2.09±.06