DDPM++ (VP, FID) + ST

Reported on 2 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.

Medical2 results

Image GenerationonCelebA 64x64
FID· 2021-06-10
1.9
best: 1.27 (DDPM-IP)
SOTA
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation arXiv:2106.05527
Image GenerationonCelebA 64x64
bits/dimension· 2021-06-10
2.1
best: 1.83 (Efficient-VDVAE)
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation arXiv:2106.05527