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Models/SAC(ResNet-101)

SAC(ResNet-101)

Reported on 6 benchmarks across 3 tasks · 1 paper

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 (13 classes)· 2021-04-30
59.3
best: 75.9 (DCF)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation arXiv:2105.00097
Image-to-Image TranslationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-04-30
52.6
best: 69.3 (DCF)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation arXiv:2105.00097

Medical2 results

Image GenerationonSYNTHIA-to-Cityscapes
MIoU (13 classes)· 2021-04-30
59.3
best: 75.9 (DCF)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation arXiv:2105.00097
Image GenerationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-04-30
52.6
best: 69.3 (DCF)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation arXiv:2105.00097

Miscellaneous2 results

1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (13 classes)· 2021-04-30
59.3
best: 75.9 (DCF)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation arXiv:2105.00097
1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-04-30
52.6
best: 69.3 (DCF)
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation arXiv:2105.00097