PoE-GAN

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

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

Computer Vision1 result

Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
FID· 2021-12-09
15.8
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Multimodal Conditional Image Synthesis with Product-of-Experts GANs arXiv:2112.05130

Medical1 result

Image GenerationonCOCO-Stuff Labels-to-Photos
FID· 2021-12-09
15.8
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Multimodal Conditional Image Synthesis with Product-of-Experts GANs arXiv:2112.05130

Miscellaneous1 result

1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
FID· 2021-12-09
15.8
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Multimodal Conditional Image Synthesis with Product-of-Experts GANs arXiv:2112.05130