OpenCodePapers
semantic-segmentation-on-isprs-vaihingen
Semantic Segmentation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
Overall Accuracy
↕
Average F1
↕
Category mIoU
↕
ModelName
ReleaseDate
↕
LSKNet: A Foundation Lightweight Backbone for Remote Sensing
✓ Link
93.6
91.8
85.1
LSKNet-S
2024-03-18
LSKNet: A Foundation Lightweight Backbone for Remote Sensing
✓ Link
93.6
91.7
84.9
LSKNet-T
2024-03-18
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers
91.8
93.7
EfficientUNets and Transformers
2022-06-20
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
✓ Link
91.6
91.3
84.1
FT-UNetFormer
2021-09-18
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images
✓ Link
91.6
90.7
DC-Swin
2021-04-25
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
✓ Link
91.0
90.4
82.7
UNetFormer
2021-09-18
Multiattention network for semantic segmentation of fine-resolution remote sensing images
✓ Link
90.963
MANet
2021-05-15
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images
✓ Link
90.7
ABCNet
2021-02-04
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images
✓ Link
90.5
BANet
2021-06-23
Stochastic Subsampling With Average Pooling
90.14
73.27
UPerNet (SAP)
2024-09-25
Dynamic Dictionary Learning for Remote Sensing Image Segmentation
✓ Link
91.9
D2LS
2025-03-09
SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation
✓ Link
91.2
SFA-Net
2024-09-03