Semantic Segmentation On Uavid

Metrics

Mean IoU

Results

Performance results of various models on this benchmark

		Paper Title
U-Net Ensemble	73.34	U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery
U-Net (MaxViT-S)	71.88	U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery
SFA-Net	70.4	SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation
LSKNet-S	70.0	LSKNet: A Foundation Lightweight Backbone for Remote Sensing
LSKNet-T	69.3	LSKNet: A Foundation Lightweight Backbone for Remote Sensing
LWGANet L2	69.1	LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks
UNetFormer	67.8	UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
DecoupleNet D2	65.8	DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks
BANet	64.6	Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images

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