MRNet+Rectifying Label

Reported on 3 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 Vision1 result

Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2020-03-08
50.3
best: 77.7 (DCF)
SOTA
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation arXiv:2003.03773

Medical1 result

Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2020-03-08
50.3
best: 77.7 (DCF)
SOTA
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation arXiv:2003.03773

Miscellaneous1 result

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2020-03-08
50.3
best: 77.7 (DCF)
SOTA
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation arXiv:2003.03773