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Models/CC-FPSE

CC-FPSE

Reported on 24 benchmarks across 3 tasks · 1 paper · 21 SOTA

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

Computer Vision8 results

Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
FID· 2019-10-15
19.2
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
mIoU· 2019-10-15
41.6
best: 44.1 (OASIS)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image-to-Image TranslationonCityscapes Labels-to-Photo
LPIPS· 2019-10-15
0.073
best: 0 (pix2pix)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image-to-Image TranslationonCityscapes Labels-to-Photo
mIoU· 2019-10-15
65.5
best: 76.3 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image-to-Image TranslationonADE20K Labels-to-Photos
FID· 2019-10-15
31.7
best: 22.7 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image-to-Image TranslationonADE20K Labels-to-Photos
LPIPS· 2019-10-15
0.098
best: 0 (SPADE)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image-to-Image TranslationonADE20K Labels-to-Photos
mIoU· 2019-10-15
43.7
best: 54.3 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image-to-Image TranslationonCityscapes Labels-to-Photo
FID· 2019-10-15
54.3
best: 38.2 (DP-SIMS (ConvNext-L))
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809

Medical8 results

Image GenerationonCOCO-Stuff Labels-to-Photos
FID· 2019-10-15
19.2
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image GenerationonCOCO-Stuff Labels-to-Photos
mIoU· 2019-10-15
41.6
best: 44.1 (OASIS)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image GenerationonCityscapes Labels-to-Photo
LPIPS· 2019-10-15
0.073
best: 0 (pix2pix)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image GenerationonCityscapes Labels-to-Photo
mIoU· 2019-10-15
65.5
best: 76.3 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image GenerationonADE20K Labels-to-Photos
FID· 2019-10-15
31.7
best: 22.7 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image GenerationonADE20K Labels-to-Photos
LPIPS· 2019-10-15
0.098
best: 0 (SPADE)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image GenerationonADE20K Labels-to-Photos
mIoU· 2019-10-15
43.7
best: 54.3 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
Image GenerationonCityscapes Labels-to-Photo
FID· 2019-10-15
54.3
best: 38.2 (DP-SIMS (ConvNext-L))
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809

Miscellaneous8 results

1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
FID· 2019-10-15
19.2
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
mIoU· 2019-10-15
41.6
best: 44.1 (OASIS)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
LPIPS· 2019-10-15
0.073
best: 0 (pix2pix)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
mIoU· 2019-10-15
65.5
best: 76.3 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
1 Image, 2*2 StitchingonADE20K Labels-to-Photos
FID· 2019-10-15
31.7
best: 22.7 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
1 Image, 2*2 StitchingonADE20K Labels-to-Photos
LPIPS· 2019-10-15
0.098
best: 0 (SPADE)
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
1 Image, 2*2 StitchingonADE20K Labels-to-Photos
mIoU· 2019-10-15
43.7
best: 54.3 (DP-SIMS (ConvNext-L))
SOTA
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
FID· 2019-10-15
54.3
best: 38.2 (DP-SIMS (ConvNext-L))
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis arXiv:1910.06809