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Models/U-Net GAN

U-Net GAN

Reported on 9 benchmarks across 2 tasks · 1 paper · 9 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 128x128
FID· 2020-02-28
2.03
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655
Image GenerationonCelebA-HQ 128x128
Inception score· 2020-02-28
3.33
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655
Image GenerationonFFHQ 256 x 256
FID· 2020-02-28
7.48
best: 1.68 (StyleSAN-XL)
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655
Image GenerationonCelebA 128x128
FID· 2020-02-28
2.95
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655
Image GenerationonCelebA 128x128
Inception score· 2020-02-28
3.43
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655
Image GenerationonCOCO-Animals
FID· 2020-02-28
13.73
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655
Image GenerationonCOCO-Animals
IS· 2020-02-28
12.29
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655

Computer Vision2 results

Conditional Image GenerationonCOCO-Animals
FID· 2020-02-28
13.73
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655
Conditional Image GenerationonCOCO-Animals
IS· 2020-02-28
12.29
SOTA
A U-Net Based Discriminator for Generative Adversarial Networks arXiv:2002.12655