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Road Segmentation 벤치마크

Road Segmentation on DeepGlobe

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0.7414 0.9914 1.241 1.491 1.741 2021-09 2026-11 SPIN Road Mapper (ours) — 0.7414 (2021-09-16) SPIN Road Mapper (ours) — 0.7414 (2021-09-16) SPIN Road Mapper (ours) — 0.7414 (2021-09-16) SPIN Road Mapper (ours) — 0.7414 (2021-09-16)
RankModel APLSIoUmIoU PaperCodeYear
1 SPIN Road Mapper (ours) 0.74140.6702– SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving wgcban/spin_roadmapper 2021
2 D-LinkNet –0.6412– D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction twigsWHy/dlinknet · yangyucheng000/dlinknet · code-implementation1/Code1 · +2 2018
3 CoANet + PRN ––70.6 PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization savinay95n/PatchRefineNet 2022
4 SPIN Road Mapper (ours) 0.74140.6702– SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving wgcban/spin_roadmapper 2021
5 D-LinkNet –0.6412– D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction twigsWHy/dlinknet · yangyucheng000/dlinknet · code-implementation1/Code1 · +2 2018
6 CoANet + PRN ––70.6 PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization savinay95n/PatchRefineNet 2022
7 SPIN Road Mapper (ours) 0.74140.6702– SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving wgcban/spin_roadmapper 2021
8 D-LinkNet –0.6412– D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction twigsWHy/dlinknet · yangyucheng000/dlinknet · code-implementation1/Code1 · +2 2018
9 CoANet + PRN ––70.6 PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization savinay95n/PatchRefineNet 2022
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