WGAN-GP

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Medical3 results

Image GenerationonCAT 256x256
FID· 2017-03-31
155.46
best: 10.16 (StyleGAN2 + DA + RLC (Ours))
SOTA
Improved Training of Wasserstein GANs arXiv:1704.00028
Image GenerationonCIFAR-10
FID· 2017-03-31
29.3
best: 1.22 (GMem)
SOTA
Improved Training of Wasserstein GANs arXiv:1704.00028
Image GenerationonCIFAR-10
Inception score· 2017-03-31
8.67
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
SOTA
Improved Training of Wasserstein GANs arXiv:1704.00028

Computer Vision1 result

Conditional Image GenerationonCIFAR-10
Inception score· 2017-03-31
8.67
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
SOTA
Improved Training of Wasserstein GANs arXiv:1704.00028