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Semantic Segmentation On Inria Aerial Image

Metrics

IoU

Results

Performance results of various models on this benchmark

Model Name	IoU	Paper Title	Repository
UANet(PVT-V2-B2)	83.34	Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network
WSDNet	-	Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark
DSAT-Net	82.68	DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial Images
UANet(VGG-16)	83.08	Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network
SDSC-UNet	83.01	SDSC-UNet: Dual Skip Connection ViT-based U-shaped Model for Building Extraction
ICT-Net	80.32	Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks
UANet(ResNet50)	82.17	Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network
UANet(Re2sNet50)	83.17	Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network

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