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Models/Vision-aided GAN

Vision-aided GAN

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 GenerationonLSUN Cat 256 x 256
FID· 2021-12-16
3.87
SOTA
Ensembling Off-the-shelf Models for GAN Training arXiv:2112.09130
Image GenerationonLSUN Horse 256 x 256
Clean-FID (trainfull)· 2021-12-16
2.11
SOTA
Ensembling Off-the-shelf Models for GAN Training arXiv:2112.09130
Image GenerationonLSUN Horse 256 x 256
FID· 2021-12-16
2.15
SOTA
Ensembling Off-the-shelf Models for GAN Training arXiv:2112.09130
Image GenerationonAFHQ Wild
FID· 2021-12-16
2.25
best: 1.51 (Diffusion InsGen)
Ensembling Off-the-shelf Models for GAN Training arXiv:2112.09130
Image GenerationonAFHQ Dog
FID· 2021-12-16
4.6
best: 4.52 (Projected GAN)
Ensembling Off-the-shelf Models for GAN Training arXiv:2112.09130
Image GenerationonAFHQ Cat
FID· 2021-12-16
2.44
best: 2.16 (Projected GAN)
Ensembling Off-the-shelf Models for GAN Training arXiv:2112.09130
Image GenerationonLSUN Churches 256 x 256
FID· 2021-12-16
1.72
best: 1.59 (Projected GAN)
Ensembling Off-the-shelf Models for GAN Training arXiv:2112.09130