Denoising Diffusion Probabilistic Model

Reported on 4 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.

Medical4 results

Image GenerationonLSUN Bedroom 256 x 256
FID· 2020-06-19
6.36
best: 1.43 (Diffusion ProjectedGAN)
SOTA
Denoising Diffusion Probabilistic Models arXiv:2006.11239
Image GenerationonLSUN Cat 256 x 256
FID· 2020-06-19
19.75
best: 3.87 (Vision-aided GAN)
Denoising Diffusion Probabilistic Models arXiv:2006.11239
Image GenerationonLSUN Bedroom
FID-50k· 2020-06-19
4.9
best: 2.65 (StyleGAN)
Denoising Diffusion Probabilistic Models arXiv:2006.11239
Image GenerationonLSUN Churches 256 x 256
FID· 2020-06-19
7.89
best: 1.59 (Projected GAN)
Denoising Diffusion Probabilistic Models arXiv:2006.11239