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Models/StyleSwin

StyleSwin

Reported on 7 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.

Medical7 results

Image GenerationonCelebA-HQ 1024x1024
FID· 2021-12-20
4.43
SOTA
StyleSwin: Transformer-based GAN for High-resolution Image Generation arXiv:2112.10762
Image GenerationonCelebA 256x256
FID· 2021-12-20
3.25
SOTA
StyleSwin: Transformer-based GAN for High-resolution Image Generation arXiv:2112.10762
Image GenerationonCelebA-HQ 256x256
FID· 2021-12-20
3.25
best: 3.15 (RDM)
SOTA
StyleSwin: Transformer-based GAN for High-resolution Image Generation arXiv:2112.10762
Image GenerationonFFHQ
FID· 2021-12-20
5.07
best: 2.77 (Anycost GAN)
StyleSwin: Transformer-based GAN for High-resolution Image Generation arXiv:2112.10762
Image GenerationonFFHQ 256 x 256
FID· 2021-12-20
2.81
best: 1.68 (StyleSAN-XL)
StyleSwin: Transformer-based GAN for High-resolution Image Generation arXiv:2112.10762
Image GenerationonFFHQ 1024 x 1024
FID· 2021-12-20
5.07
best: 1.61 (StyleSAN-XL)
StyleSwin: Transformer-based GAN for High-resolution Image Generation arXiv:2112.10762
Image GenerationonLSUN Churches 256 x 256
FID· 2021-12-20
2.95
best: 1.59 (Projected GAN)
StyleSwin: Transformer-based GAN for High-resolution Image Generation arXiv:2112.10762