Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/EHTDI*

EHTDI*

Reported on 10 benchmarks across 4 tasks · 1 paper

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 TranslationonGTAV-to-Cityscapes Labels
mIoU· 2022-08-12
62
best: 77.7 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2022-08-12
62
best: 77.7 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
Image-to-Image TranslationonSYNTHIA-to-Cityscapes
MIoU (13 classes)· 2022-08-12
69.2
best: 75.9 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
Image-to-Image TranslationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2022-08-12
61.3
best: 69.3 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100

Medical4 results

Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2022-08-12
62
best: 77.7 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2022-08-12
62
best: 77.7 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
Image GenerationonSYNTHIA-to-Cityscapes
MIoU (13 classes)· 2022-08-12
69.2
best: 75.9 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
Image GenerationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2022-08-12
61.3
best: 69.3 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100

Miscellaneous4 results

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2022-08-12
62
best: 77.7 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2022-08-12
62
best: 77.7 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (13 classes)· 2022-08-12
69.2
best: 75.9 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100
1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2022-08-12
61.3
best: 69.3 (DCF)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100

Methodology1 result

Domain AdaptationonGTA5 to Cityscapes
mIoU· 2022-08-12
62
best: 77.8 (HALO)
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2208.06100