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Models/CDA

CDA

Reported on 6 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision2 results

Image-to-Image TranslationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2017-07-29
29
best: 74.8 (HRDA + PiPa)
SOTA
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes arXiv:1707.09465
Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2017-07-29
28.9
best: 77.7 (DCF)
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes arXiv:1707.09465

Medical2 results

Image GenerationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2017-07-29
29
best: 74.8 (HRDA + PiPa)
SOTA
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes arXiv:1707.09465
Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2017-07-29
28.9
best: 77.7 (DCF)
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes arXiv:1707.09465

Miscellaneous2 results

1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2017-07-29
29
best: 74.8 (HRDA + PiPa)
SOTA
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes arXiv:1707.09465
1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2017-07-29
28.9
best: 77.7 (DCF)
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes arXiv:1707.09465