CyCADA pixel+feat

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 TranslationonGTAV-to-Cityscapes Labels
fwIOU· 2017-11-08
72.4
SOTA
CyCADA: Cycle-Consistent Adversarial Domain Adaptation arXiv:1711.03213
Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2017-11-08
39.5
best: 77.7 (DCF)
CyCADA: Cycle-Consistent Adversarial Domain Adaptation arXiv:1711.03213

Medical2 results

Image GenerationonGTAV-to-Cityscapes Labels
fwIOU· 2017-11-08
72.4
SOTA
CyCADA: Cycle-Consistent Adversarial Domain Adaptation arXiv:1711.03213
Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2017-11-08
39.5
best: 77.7 (DCF)
CyCADA: Cycle-Consistent Adversarial Domain Adaptation arXiv:1711.03213

Miscellaneous2 results

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
fwIOU· 2017-11-08
72.4
SOTA
CyCADA: Cycle-Consistent Adversarial Domain Adaptation arXiv:1711.03213
1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2017-11-08
39.5
best: 77.7 (DCF)
CyCADA: Cycle-Consistent Adversarial Domain Adaptation arXiv:1711.03213