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/CLUDA+HRDA

CLUDA+HRDA

Reported on 9 benchmarks across 5 tasks · 1 paper · 9 SOTA

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

Methodology3 results

Domain AdaptationonGTAV-to-Cityscapes Labels
mIoU· 2022-08-27
74.4
best: 75.9 (MIC)
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227
Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2022-08-27
67.2
best: 78.1 (HALO)
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227
Domain AdaptationonGTA5-to-Cityscapes
mIoU· 2022-08-27
74.4
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227

Other3 results

Unsupervised Domain AdaptationonGTAV-to-Cityscapes Labels
mIoU· 2022-08-27
74.4
best: 75.9 (MIC)
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227
Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2022-08-27
67.2
best: 69.3 (DCF)
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227
Unsupervised Domain AdaptationonGTA5-to-Cityscapes
mIoU· 2022-08-27
74.4
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227

Computer Vision1 result

Image-to-Image TranslationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2022-08-27
67.2
best: 69.3 (DCF)
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227

Medical1 result

Image GenerationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2022-08-27
67.2
best: 69.3 (DCF)
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227

Miscellaneous1 result

1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2022-08-27
67.2
best: 69.3 (DCF)
SOTA
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation arXiv:2208.14227