Road Segementation On Deepglobe
Metrics
IoU
Results
Performance results of various models on this benchmark
Model Name | IoU | Paper Title | Repository |
|---|---|---|---|
| D-LinkNet | 0.6412 | D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction | |
| SPIN Road Mapper (ours) | 0.6702 | SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving | - |
| CoANet + PRN | - | PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization | - |
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