DC-VAE

Reported on 6 benchmarks across 1 task · 1 paper · 2 SOTA

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

Medical6 results

Image GenerationonLSUN Bedroom 128 x 128
FID· 2020-11-19
14.3
best: 4.9 (LadaGAN)
SOTA
Dual Contradistinctive Generative Autoencoder arXiv:2011.10063
Image GenerationonCelebA-HQ 256x256
FID· 2020-11-19
15.81
best: 3.15 (RDM)
SOTA
Dual Contradistinctive Generative Autoencoder arXiv:2011.10063
Image GenerationonSTL-10
FID· 2020-11-19
41.9
best: 6.91 (Diffusion ProjectedGAN)
Dual Contradistinctive Generative Autoencoder arXiv:2011.10063
Image GenerationonSTL-10
Inception score· 2020-11-19
8.1
best: 13.43 (UNCSN++ (RVE) + ST)
Dual Contradistinctive Generative Autoencoder arXiv:2011.10063
Image GenerationonCelebA 128x128
FID· 2020-11-19
19.9
best: 2.95 (U-Net GAN)
Dual Contradistinctive Generative Autoencoder arXiv:2011.10063
Image GenerationonCIFAR-10
FID· 2020-11-19
17.9
best: 1.22 (GMem)
Dual Contradistinctive Generative Autoencoder arXiv:2011.10063