BiSMAP

Reported on 4 benchmarks across 4 tasks · 1 paper

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

Computer Vision1 result

Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2022-04-16
61.2
best: 77.7 (DCF)
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation arXiv:2204.07730

Methodology1 result

Domain AdaptationonGTA5 to Cityscapes
mIoU· 2022-04-16
61.2
best: 77.8 (HALO)
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation arXiv:2204.07730

Medical1 result

Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2022-04-16
61.2
best: 77.7 (DCF)
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation arXiv:2204.07730

Miscellaneous1 result

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2022-04-16
61.2
best: 77.7 (DCF)
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation arXiv:2204.07730