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Models/SB-GAN

SB-GAN

Reported on 9 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Medical5 results

Image GenerationonADE-Indoor
FID· 2019-11-26
85.27
best: 6.7 (Projected GAN)
SOTA
Semantic Bottleneck Scene Generation arXiv:1911.11357
Image GenerationonCityscapes-5K 256x512
FID· 2019-11-26
65.49
SOTA
Semantic Bottleneck Scene Generation arXiv:1911.11357
Image GenerationonCityscapes-25K 256x512
FID· 2019-11-26
62.97
SOTA
Semantic Bottleneck Scene Generation arXiv:1911.11357
Image GenerationonADE-Indoor Labels-to-Photo
FID· 2019-11-26
48.15
SOTA
Semantic Bottleneck Scene Generation arXiv:1911.11357
Image GenerationonCityscapes Labels-to-Photo
FID· 2019-11-26
60.39
best: 38.2 (DP-SIMS (ConvNext-L))
Semantic Bottleneck Scene Generation arXiv:1911.11357

Computer Vision2 results

Image-to-Image TranslationonADE-Indoor Labels-to-Photo
FID· 2019-11-26
48.15
SOTA
Semantic Bottleneck Scene Generation arXiv:1911.11357
Image-to-Image TranslationonCityscapes Labels-to-Photo
FID· 2019-11-26
60.39
best: 38.2 (DP-SIMS (ConvNext-L))
Semantic Bottleneck Scene Generation arXiv:1911.11357

Miscellaneous2 results

1 Image, 2*2 StitchingonADE-Indoor Labels-to-Photo
FID· 2019-11-26
48.15
SOTA
Semantic Bottleneck Scene Generation arXiv:1911.11357
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
FID· 2019-11-26
60.39
best: 38.2 (DP-SIMS (ConvNext-L))
Semantic Bottleneck Scene Generation arXiv:1911.11357