SNGAN-DCD (Latent)

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Image GenerationonSTL-10
FID· 2020-04-05
17.68
best: 6.91 (Diffusion ProjectedGAN)
SOTA
Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator arXiv:2004.01704
Image GenerationonSTL-10
Inception score· 2020-04-05
9.33
best: 13.43 (UNCSN++ (RVE) + ST)
Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator arXiv:2004.01704
Image GenerationonCIFAR-10
FID· 2020-04-05
16.24
best: 1.22 (GMem)
Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator arXiv:2004.01704