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Models/DSP(ResNet-101)

DSP(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)· 2021-07-20
59.9
best: 75.9 (DCF)
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2107.09600
Image-to-Image TranslationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-07-20
51
best: 69.3 (DCF)
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2107.09600

Medical2 results

Image GenerationonSYNTHIA-to-Cityscapes
MIoU (13 classes)· 2021-07-20
59.9
best: 75.9 (DCF)
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2107.09600
Image GenerationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-07-20
51
best: 69.3 (DCF)
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2107.09600

Miscellaneous2 results

1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (13 classes)· 2021-07-20
59.9
best: 75.9 (DCF)
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2107.09600
1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-07-20
51
best: 69.3 (DCF)
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation arXiv:2107.09600