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Models/DDB

DDB

Reported on 6 benchmarks across 4 tasks · 1 paper · 2 SOTA

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

Methodology3 results

Domain AdaptationonGTAV+Synscapes to Cityscapes
mIoU· 2022-09-16
69
SOTA
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695
Domain AdaptationonGTAV to Cityscapes+Mapillary
mIoU· 2022-09-16
58.6
best: 63.3 (Rein)
SOTA
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695
Domain AdaptationonGTA5 to Cityscapes
mIoU· 2022-09-16
62.7
best: 77.8 (HALO)
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695

Computer Vision2 results

Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2022-09-16
62.7
best: 77.7 (DCF)
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695
Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2022-09-16
62.7
best: 77.7 (DCF)
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695

Medical2 results

Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2022-09-16
62.7
best: 77.7 (DCF)
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695
Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2022-09-16
62.7
best: 77.7 (DCF)
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695

Miscellaneous2 results

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2022-09-16
62.7
best: 77.7 (DCF)
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695
1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2022-09-16
62.7
best: 77.7 (DCF)
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation arXiv:2209.07695