DANNet

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

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

Methodology1 result

Domain AdaptationonCityscapes to ACDC
mIoU· 2021-04-22
50
best: 78.8 (SoRA)
SOTA
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation arXiv:2104.10834

Medical1 result

Semantic SegmentationonDark Zurich
mIoU· 2021-04-22
36.76
best: 63.9 (Refign (HRDA))
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation arXiv:2104.10834

Audio1 result

10-shot image generationonDark Zurich
mIoU· 2021-04-22
36.76
best: 63.9 (Refign (HRDA))
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation arXiv:2104.10834