MSG-StyleGAN

Reported on 6 benchmarks across 1 task · 1 paper · 2 SOTA

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

Medical6 results

Image GenerationonIndian Celebs 256 x 256
FID· 2019-03-14
28.44
SOTA
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks arXiv:1903.06048
Image GenerationonOxford 102 Flowers 256 x 256
FID· 2019-03-14
19.6
best: 3.86 (Projected GAN)
SOTA
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks arXiv:1903.06048
Image GenerationonFFHQ
Clean-FID (70k)· 2019-03-14
6.51
best: 2.98 (StyleGAN2)
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks arXiv:1903.06048
Image GenerationonCelebA-HQ 1024x1024
FID· 2019-03-14
6.37
best: 4.43 (StyleSwin)
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks arXiv:1903.06048
Image GenerationonFFHQ 1024 x 1024
FID· 2019-03-14
5.8
best: 1.61 (StyleSAN-XL)
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks arXiv:1903.06048
Image GenerationonLSUN Churches 256 x 256
FID· 2019-03-14
5.2
best: 1.59 (Projected GAN)
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks arXiv:1903.06048