SSA-DA

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

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

Computer Vision1 result

Image-to-Image TranslationonCityscapes-to-Foggy Cityscapes
mAP· 2020-11-14
42.5
best: 47.6 (MIC)
SOTA
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection arXiv:2011.07205

Methodology1 result

Domain AdaptationonCityscapes to Foggy Cityscapes
mAP@0.5· 2020-11-14
42.5
best: 66.8 (ALDI++(Resnet50+FPN))
SOTA
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection arXiv:2011.07205

Medical1 result

Image GenerationonCityscapes-to-Foggy Cityscapes
mAP· 2020-11-14
42.5
best: 47.6 (MIC)
SOTA
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection arXiv:2011.07205

Other1 result

Unsupervised Domain AdaptationonCityscapes to Foggy Cityscapes
mAP@0.5· 2020-11-14
42.5
best: 66.8 (ALDI++(Resnet50+FPN))
SOTA
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection arXiv:2011.07205

Miscellaneous1 result

1 Image, 2*2 StitchingonCityscapes-to-Foggy Cityscapes
mAP· 2020-11-14
42.5
best: 47.6 (MIC)
SOTA
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection arXiv:2011.07205