DDPM-IP

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 GenerationonLSUN tower 64x64
FID· 2023-01-27
2.6
SOTA
Input Perturbation Reduces Exposure Bias in Diffusion Models arXiv:2301.11706
Image GenerationonFFHQ 128 x 128
FID· 2023-01-27
2.98
SOTA
Input Perturbation Reduces Exposure Bias in Diffusion Models arXiv:2301.11706
Image GenerationonCelebA 64x64
FID· 2023-01-27
1.27
SOTA
Input Perturbation Reduces Exposure Bias in Diffusion Models arXiv:2301.11706
Image GenerationonImageNet 32x32
FID· 2023-01-27
2.66
best: 0.79 (PaGoDA)
Input Perturbation Reduces Exposure Bias in Diffusion Models arXiv:2301.11706