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Semantic Segmentation On Uavid

Metrics

Mean IoU

Results

Performance results of various models on this benchmark

Model Name
Mean IoU
Paper TitleRepository
UNetFormer67.8UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
LSKNet-S70.0LSKNet: A Foundation Lightweight Backbone for Remote Sensing
LWGANet L269.1LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks
U-Net Ensemble73.34U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery-
U-Net (MaxViT-S)71.88U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery-
LSKNet-T69.3LSKNet: A Foundation Lightweight Backbone for Remote Sensing
SFA-Net70.4SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation
BANet64.6Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images
DecoupleNet D265.8DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks
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