Diffusion StyleGAN2

Reported on 5 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.

Medical5 results

Image GenerationonCelebA 64x64
FID· 2022-06-05
1.69
best: 1.27 (DDPM-IP)
SOTA
Diffusion-GAN: Training GANs with Diffusion arXiv:2206.02262
Image GenerationonSTL-10
FID· 2022-06-05
11.53
best: 6.91 (Diffusion ProjectedGAN)
Diffusion-GAN: Training GANs with Diffusion arXiv:2206.02262
Image GenerationonLSUN Bedroom 256 x 256
FID· 2022-06-05
3.65
best: 1.43 (Diffusion ProjectedGAN)
Diffusion-GAN: Training GANs with Diffusion arXiv:2206.02262
Image GenerationonFFHQ 1024 x 1024
FID· 2022-06-05
2.83
best: 1.61 (StyleSAN-XL)
Diffusion-GAN: Training GANs with Diffusion arXiv:2206.02262
Image GenerationonLSUN Churches 256 x 256
FID· 2022-06-05
3.17
best: 1.59 (Projected GAN)
Diffusion-GAN: Training GANs with Diffusion arXiv:2206.02262