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Models/CLAN

CLAN

Reported on 8 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.

Medical3 results

  • Image GenerationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2018-09-25
    47.8
    best: 75.9 (DCF)
    SOTA
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478
  • Semantic SegmentationonDADA-seg
    mIoU· 2018-09-25
    28.76
    best: 46.97 (MMUDA)
    SOTA
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478
  • Image GenerationonGTAV-to-Cityscapes Labels
    mIoU· 2018-09-25
    43.2
    best: 77.7 (DCF)
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478

Computer Vision2 results

  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2018-09-25
    47.8
    best: 75.9 (DCF)
    SOTA
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478
  • Image-to-Image TranslationonGTAV-to-Cityscapes Labels
    mIoU· 2018-09-25
    43.2
    best: 77.7 (DCF)
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478

Miscellaneous2 results

  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2018-09-25
    47.8
    best: 75.9 (DCF)
    SOTA
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478
  • 1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
    mIoU· 2018-09-25
    43.2
    best: 77.7 (DCF)
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478

Audio1 result

  • 10-shot image generationonDADA-seg
    mIoU· 2018-09-25
    28.76
    best: 46.97 (MMUDA)
    SOTA
    Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationarXiv:1809.09478