Pix2PixHD

Reported on 5 benchmarks across 2 tasks · 2 papers · 4 SOTA

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

Computer Vision5 results

Blind Face RestorationonCelebA-HQ
FID· 2021-05-13
76.89
best: 31.72 (GPEN)
SOTA
GAN Prior Embedded Network for Blind Face Restoration in the Wild arXiv:2105.06070
Blind Face RestorationonCelebA-HQ
LPIPS· 2021-05-13
0.494
best: 0.346 (GPEN)
SOTA
GAN Prior Embedded Network for Blind Face Restoration in the Wild arXiv:2105.06070
Sketch-to-Image TranslationonCOCO-Stuff
FID· 2017-11-30
38.7
best: 18.5 (PITI)
SOTA
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs arXiv:1711.11585
Sketch-to-Image TranslationonCOCO-Stuff
FID-C· 2017-11-30
27.1
best: 7.6 (PITI)
SOTA
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs arXiv:1711.11585
Blind Face RestorationonCelebA-HQ
PSNR· 2021-05-13
20.45
best: 21.7 (GFRNet)
GAN Prior Embedded Network for Blind Face Restoration in the Wild arXiv:2105.06070