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Models/IAST(ResNet-101)

IAST(ResNet-101)

Reported on 9 benchmarks across 3 tasks · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision3 results

  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    mIoU (13 classes)· 2020-08-27
    57
    best: 74.8 (HRDA + PiPa)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197
  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2020-08-27
    57
    best: 75.9 (DCF)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197
  • Image-to-Image TranslationonSYNTHIA-to-Cityscapes
    MIoU (16 classes)· 2020-08-27
    49.8
    best: 69.3 (DCF)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197

Medical3 results

  • Image GenerationonSYNTHIA-to-Cityscapes
    mIoU (13 classes)· 2020-08-27
    57
    best: 74.8 (HRDA + PiPa)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197
  • Image GenerationonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2020-08-27
    57
    best: 75.9 (DCF)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197
  • Image GenerationonSYNTHIA-to-Cityscapes
    MIoU (16 classes)· 2020-08-27
    49.8
    best: 69.3 (DCF)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197

Miscellaneous3 results

  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    mIoU (13 classes)· 2020-08-27
    57
    best: 74.8 (HRDA + PiPa)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197
  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    MIoU (13 classes)· 2020-08-27
    57
    best: 75.9 (DCF)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197
  • 1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
    MIoU (16 classes)· 2020-08-27
    49.8
    best: 69.3 (DCF)
    SOTA
    Instance Adaptive Self-Training for Unsupervised Domain AdaptationarXiv:2008.12197