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SOTA
Semantic Segmentation
Semantic Segmentation On Bjroad
Semantic Segmentation On Bjroad
评估指标
IoU
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
IoU
Paper Title
Repository
CMMPNe
62.85
Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction
-
Res-UNet
54.24
Road Extraction by Deep Residual U-Net
D-LinkNet
57.96
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
SA-Gate
62.14
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
CMNeXt
63.22
Delivering Arbitrary-Modal Semantic Segmentation
CMX
62.28
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
DeepDualMapper
60.19
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories
-
DeepLabv3+
50.81
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
LinkNet
57.89
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation
UNet
54.88
U-Net: Convolutional Networks for Biomedical Image Segmentation
Sun et al.
59.18
Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery
-
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