IntraDA

Reported on 4 benchmarks across 4 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 AdaptationonSynscapes-to-Cityscapes
mIoU· 2020-04-16
54.2
best: 60.2 (ProDA+CRA)
SOTA
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision arXiv:2004.07703

Computer Vision1 result

Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2020-04-16
46.3
best: 77.7 (DCF)
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision arXiv:2004.07703

Medical1 result

Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2020-04-16
46.3
best: 77.7 (DCF)
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision arXiv:2004.07703

Miscellaneous1 result

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2020-04-16
46.3
best: 77.7 (DCF)
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision arXiv:2004.07703