Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery

Benchmark Model Rank Results
road-segmentation-on-chesapeakerscU-Net (ResNet-18)#1DWR: 46.5
road-segmentation-on-chesapeakerscDeepLabV3+ (ResNet-18)#2DWR: 46.1
road-segmentation-on-chesapeakerscU-Net (ResNet-50)#3DWR: 45.7
road-segmentation-on-chesapeakerscFCN#4DWR: 10.7