VAEBM

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Medical4 results

Image GenerationonStacked MNIST
FID· 2020-10-01
12.96
SOTA
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models arXiv:2010.00654
Image GenerationonStacked MNIST
Inception score· 2020-10-01
8.15
SOTA
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models arXiv:2010.00654
Image GenerationonCelebA-HQ 256x256
FID· 2020-10-01
20.38
best: 3.15 (RDM)
SOTA
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models arXiv:2010.00654
Image GenerationonCelebA-HQ 64x64
FID· 2020-10-01
5.31
best: 4 (COCO-GAN)
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models arXiv:2010.00654