Patch Diffusion

Reported on 4 benchmarks across 1 task

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

Medical4 results

Image GenerationonCelebA 64x64
FID
1.77
best: 1.27 (DDPM-IP)
Image GenerationonLSUN Bedroom 256 x 256
FID
2.75
best: 1.43 (Diffusion ProjectedGAN)
Image GenerationonLSUN Churches 256 x 256
FID
2.66
best: 1.59 (Projected GAN)
Image GenerationonImageNet 256x256
FID
2.74
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))