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Models/Pix2PixHD-AUG

Pix2PixHD-AUG

Reported on 21 benchmarks across 3 tasks · 1 paper

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

Computer Vision7 results

Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
Accuracy· 2020-11-25
54.1
best: 71.5 (CC-FPSE-AUG)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
FID· 2020-11-25
54.2
best: 13.3 (DP-SIMS (ConvNext-XL))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
mIoU· 2020-11-25
21.9
best: 44.1 (OASIS)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image-to-Image TranslationonCityscapes Labels-to-Photo
Accuracy· 2020-11-25
92.7
best: 93.5 (CC-FPSE-AUG)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image-to-Image TranslationonCityscapes Labels-to-Photo
FID· 2020-11-25
72.7
best: 38.2 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image-to-Image TranslationonCityscapes Labels-to-Photo
mIoU· 2020-11-25
58
best: 76.3 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image-to-Image TranslationonADE20K Labels-to-Photos
FID· 2020-11-25
41.5
best: 22.7 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636

Medical7 results

Image GenerationonCOCO-Stuff Labels-to-Photos
Accuracy· 2020-11-25
54.1
best: 71.5 (CC-FPSE-AUG)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image GenerationonCOCO-Stuff Labels-to-Photos
FID· 2020-11-25
54.2
best: 13.3 (DP-SIMS (ConvNext-XL))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image GenerationonCOCO-Stuff Labels-to-Photos
mIoU· 2020-11-25
21.9
best: 44.1 (OASIS)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image GenerationonCityscapes Labels-to-Photo
Accuracy· 2020-11-25
92.7
best: 93.5 (CC-FPSE-AUG)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image GenerationonCityscapes Labels-to-Photo
FID· 2020-11-25
72.7
best: 38.2 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image GenerationonCityscapes Labels-to-Photo
mIoU· 2020-11-25
58
best: 76.3 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
Image GenerationonADE20K Labels-to-Photos
FID· 2020-11-25
41.5
best: 22.7 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636

Miscellaneous7 results

1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
Accuracy· 2020-11-25
54.1
best: 71.5 (CC-FPSE-AUG)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
FID· 2020-11-25
54.2
best: 13.3 (DP-SIMS (ConvNext-XL))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
mIoU· 2020-11-25
21.9
best: 44.1 (OASIS)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
Accuracy· 2020-11-25
92.7
best: 93.5 (CC-FPSE-AUG)
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
FID· 2020-11-25
72.7
best: 38.2 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
mIoU· 2020-11-25
58
best: 76.3 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636
1 Image, 2*2 StitchingonADE20K Labels-to-Photos
FID· 2020-11-25
41.5
best: 22.7 (DP-SIMS (ConvNext-L))
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis arXiv:2011.12636