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Models/CoCosNet

CoCosNet

Reported on 12 benchmarks across 3 tasks · 1 paper · 8 SOTA

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

Computer Vision4 results

Image-to-Image TranslationonDeep-Fashion
FID· 2020-04-12
14.4
best: 9.97 (INADE)
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
Image-to-Image TranslationonADE20K Labels-to-Photos
FID· 2020-04-12
26.4
best: 22.7 (DP-SIMS (ConvNext-L))
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
Image-to-Image TranslationonADE20K-Outdoor Labels-to-Photos
FID· 2020-04-12
42.4
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
Image-to-Image TranslationonCelebA-HQ
FID· 2020-04-12
14.3
best: 13.73 (StarGAN v2)
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571

Medical4 results

Image GenerationonADE20K Labels-to-Photos
FID· 2020-04-12
26.4
best: 22.7 (DP-SIMS (ConvNext-L))
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
Image GenerationonADE20K-Outdoor Labels-to-Photos
FID· 2020-04-12
42.4
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
Image GenerationonCelebA-HQ
FID· 2020-04-12
14.3
best: 4.86 (MAT)
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
Image GenerationonDeep-Fashion
FID· 2020-04-12
14.4
best: 4.23 (Leffa)
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571

Miscellaneous4 results

1 Image, 2*2 StitchingonDeep-Fashion
FID· 2020-04-12
14.4
best: 9.97 (INADE)
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
1 Image, 2*2 StitchingonADE20K Labels-to-Photos
FID· 2020-04-12
26.4
best: 22.7 (DP-SIMS (ConvNext-L))
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
1 Image, 2*2 StitchingonADE20K-Outdoor Labels-to-Photos
FID· 2020-04-12
42.4
SOTA
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571
1 Image, 2*2 StitchingonCelebA-HQ
FID· 2020-04-12
14.3
best: 13.73 (StarGAN v2)
Cross-domain Correspondence Learning for Exemplar-based Image Translation arXiv:2004.05571