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Models/DACS(ResNet-101)

DACS(ResNet-101)

Reported on 6 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 Vision2 results

  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    MIoU (16 classes)· 2020-07-17
    48.34
    best: 69.3 (DCF)
    SOTA
    DACS: Domain Adaptation via Cross-domain Mixed SamplingarXiv:2007.08702
  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2020-07-17
    54.81
    best: 75.9 (DCF)
    DACS: Domain Adaptation via Cross-domain Mixed SamplingarXiv:2007.08702

Medical2 results

  • Image GenerationonSYNTHIA-to-Cityscapes
    MIoU (16 classes)· 2020-07-17
    48.34
    best: 69.3 (DCF)
    SOTA
    DACS: Domain Adaptation via Cross-domain Mixed SamplingarXiv:2007.08702
  • Image GenerationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2020-07-17
    54.81
    best: 75.9 (DCF)
    DACS: Domain Adaptation via Cross-domain Mixed SamplingarXiv:2007.08702

Miscellaneous2 results

  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    MIoU (16 classes)· 2020-07-17
    48.34
    best: 69.3 (DCF)
    SOTA
    DACS: Domain Adaptation via Cross-domain Mixed SamplingarXiv:2007.08702
  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2020-07-17
    54.81
    best: 75.9 (DCF)
    DACS: Domain Adaptation via Cross-domain Mixed SamplingarXiv:2007.08702