OpenCodePapers

semantic-segmentation-on-loveda

Semantic Segmentation
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PaperCodeCategory mIoUModelNameReleaseDate
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery56.16U-Net (MaxViT-S)2024-06-08
Dynamic Dictionary Learning for Remote Sensing Image Segmentation✓ Link55.3D2LS2025-03-09
SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation✓ Link54.9SFA-Net2024-09-03
A Billion-scale Foundation Model for Remote Sensing Images54.4ViT-G12X42023-04-11
Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset✓ Link54.31SelectiveMAE+ViT-L2024-06-17
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining✓ Link54.17MAE+MTP(ViT-L+RVSA)2024-03-20
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining✓ Link54.17IMP+MTP(InternImage-XL)2024-03-20
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation✓ Link54.1AerialFormer-B2023-06-12
Large Selective Kernel Network for Remote Sensing Object Detection✓ Link54.0LSKNet-S2023-03-16
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks✓ Link53.6LWGANet L22025-01-17
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery✓ Link53.35LOGCAN++2024-06-24
Large Selective Kernel Network for Remote Sensing Object Detection✓ Link53.2LSKNet-T2023-03-16
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks✓ Link53.1DecoupleNet D22024-09-23
Hi-ResNet: Edge Detail Enhancement for High-Resolution Remote Sensing Segmentation52.6Hi-ResNet2023-05-22
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model✓ Link52.44ViTAE-B + RVSA-UperNet2022-08-08
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery✓ Link52.40UNetFormer2021-09-18
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining✓ Link52.39MAE+MTP(ViT-B+RVSA)2024-03-20
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model✓ Link51.95ViT-B + RVSA-UperNet2022-08-08
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation✓ Link49.79HRNetw322021-10-17
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