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Models/DIDA

DIDA

Reported on 8 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Methodology4 results

Domain AdaptationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2023-07-16
63.3
best: 69.3 (DCF)
SOTA
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972
Domain AdaptationonGTAV-to-Cityscapes Labels
mIoU· 2023-07-16
71
best: 75.9 (MIC)
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972
Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2023-07-16
63.3
best: 78.1 (HALO)
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972
Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2023-07-16
70.1
best: 75.9 (DCF)
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972

Other4 results

Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2023-07-16
63.3
best: 69.3 (DCF)
SOTA
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972
Unsupervised Domain AdaptationonGTAV-to-Cityscapes Labels
mIoU· 2023-07-16
71
best: 75.9 (MIC)
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972
Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2023-07-16
63.3
best: 69.3 (DCF)
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972
Unsupervised Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU (13 classes)· 2023-07-16
70.1
best: 75.9 (DCF)
Dual-level Interaction for Domain Adaptive Semantic Segmentation arXiv:2307.07972