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Models/CPSL

CPSL

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 Vision3 results

Image-to-Image TranslationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2022-03-18
65.3
best: 74.8 (HRDA + PiPa)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744
Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2022-03-18
60.8
best: 77.7 (DCF)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744
Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2022-03-18
60.8
best: 77.7 (DCF)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744

Medical3 results

Image GenerationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2022-03-18
65.3
best: 74.8 (HRDA + PiPa)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744
Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2022-03-18
60.8
best: 77.7 (DCF)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744
Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2022-03-18
60.8
best: 77.7 (DCF)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744

Miscellaneous3 results

1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2022-03-18
65.3
best: 74.8 (HRDA + PiPa)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744
1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2022-03-18
60.8
best: 77.7 (DCF)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744
1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2022-03-18
60.8
best: 77.7 (DCF)
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation arXiv:2203.09744