TransGAN

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

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

Medical3 results

Image GenerationonSTL-10
Inception score· 2021-02-14
10.43
best: 13.43 (UNCSN++ (RVE) + ST)
SOTA
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up arXiv:2102.07074
Image GenerationonSTL-10
FID· 2021-02-14
18.28
best: 6.91 (Diffusion ProjectedGAN)
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up arXiv:2102.07074
Image GenerationonLSUN Churches 256 x 256
FID· 2021-02-14
8.94
best: 1.59 (Projected GAN)
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up arXiv:2102.07074