BDL

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.

Medical2 results

Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2019-04-24
48.5
best: 77.7 (DCF)
SOTA
Bidirectional Learning for Domain Adaptation of Semantic Segmentation arXiv:1904.10620
Semantic SegmentationonDADA-seg
mIoU· 2019-04-24
29.66
best: 46.97 (MMUDA)
SOTA
Bidirectional Learning for Domain Adaptation of Semantic Segmentation arXiv:1904.10620

Computer Vision1 result

Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2019-04-24
48.5
best: 77.7 (DCF)
SOTA
Bidirectional Learning for Domain Adaptation of Semantic Segmentation arXiv:1904.10620

Audio1 result

10-shot image generationonDADA-seg
mIoU· 2019-04-24
29.66
best: 46.97 (MMUDA)
SOTA
Bidirectional Learning for Domain Adaptation of Semantic Segmentation arXiv:1904.10620

Miscellaneous1 result

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2019-04-24
48.5
best: 77.7 (DCF)
SOTA
Bidirectional Learning for Domain Adaptation of Semantic Segmentation arXiv:1904.10620