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Models/DP-SIMS (ConvNext-L)

DP-SIMS (ConvNext-L)

Reported on 15 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Computer Vision5 results

Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
FID· 2023-12-20
13.6
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image-to-Image TranslationonCityscapes Labels-to-Photo
FID· 2023-12-20
38.2
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image-to-Image TranslationonCityscapes Labels-to-Photo
mIoU· 2023-12-20
76.3
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image-to-Image TranslationonADE20K Labels-to-Photos
FID· 2023-12-20
22.7
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image-to-Image TranslationonADE20K Labels-to-Photos
mIoU· 2023-12-20
54.3
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314

Medical5 results

Image GenerationonCOCO-Stuff Labels-to-Photos
FID· 2023-12-20
13.6
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image GenerationonCityscapes Labels-to-Photo
FID· 2023-12-20
38.2
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image GenerationonCityscapes Labels-to-Photo
mIoU· 2023-12-20
76.3
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image GenerationonADE20K Labels-to-Photos
FID· 2023-12-20
22.7
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
Image GenerationonADE20K Labels-to-Photos
mIoU· 2023-12-20
54.3
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314

Miscellaneous5 results

1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
FID· 2023-12-20
13.6
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
FID· 2023-12-20
38.2
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
1 Image, 2*2 StitchingonCityscapes Labels-to-Photo
mIoU· 2023-12-20
76.3
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
1 Image, 2*2 StitchingonADE20K Labels-to-Photos
FID· 2023-12-20
22.7
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314
1 Image, 2*2 StitchingonADE20K Labels-to-Photos
mIoU· 2023-12-20
54.3
SOTA
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis arXiv:2312.13314