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Semantic Segmentation On Porto

Metrics

IoU

Results

Performance results of various models on this benchmark

Model Name	IoU	Paper Title	Repository
Sun et al.	71.79	Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery	-
CMNeXt	73.12	Delivering Arbitrary-Modal Semantic Segmentation
CMX	72.85	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
D-LinkNet	70.20	D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
CMMPNet	72.29	Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction	-
SA-Gate	72.21	Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation

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