Unsupervised Domain Adaptation On Cityscapes 2
Metrics
mIoU
Results
Performance results of various models on this benchmark
Model Name | mIoU | Paper Title | Repository |
---|---|---|---|
Uncertainty + Adaboost | 75.2 | Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation | |
MRNet | 73.9 | Unsupervised Scene Adaptation with Memory Regularization in vivo | |
MRNet+Rectifying Label(ResNet-101) | 74.4 | Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation | |
MRNet + Adaboost | 73.7 | Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation |
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