Multi-level Adaptation

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 TranslationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2018-02-28
46.7
best: 74.8 (HRDA + PiPa)
SOTA
Learning to Adapt Structured Output Space for Semantic Segmentation arXiv:1802.10349

Medical1 result

Image GenerationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2018-02-28
46.7
best: 74.8 (HRDA + PiPa)
SOTA
Learning to Adapt Structured Output Space for Semantic Segmentation arXiv:1802.10349

Miscellaneous1 result

1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2018-02-28
46.7
best: 74.8 (HRDA + PiPa)
SOTA
Learning to Adapt Structured Output Space for Semantic Segmentation arXiv:1802.10349