Improved DDPM

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 GenerationonImageNet 64x64
FID· 2021-02-18
2.92
best: 0.92 (SIMS)
SOTA
Improved Denoising Diffusion Probabilistic Models arXiv:2102.09672
Image GenerationonImageNet 64x64
Bits per dim· 2021-02-18
3.53
best: 4.351 (Logsparse (6 layers))
Improved Denoising Diffusion Probabilistic Models arXiv:2102.09672
Image GenerationonImageNet 256x256
FID· 2021-02-18
12.3
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
Improved Denoising Diffusion Probabilistic Models arXiv:2102.09672