OpenCodePapers

semantic-segmentation-on-vaihingen

Semantic Segmentation
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PaperCodemIoUModelNameReleaseDate
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers✓ Link82.87CMX2022-03-09
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing82.49LMFNet-2 (2024-04-21
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation✓ Link81.03SA-Gate2020-07-17
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks✓ Link79.56V-FuseNet2017-11-23
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery✓ Link77.24UnetFormer2021-09-18
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers✓ Link76.92SegFormer-B12021-05-31
Pyramid Scene Parsing Network✓ Link76.79PSPNet2016-12-04
Deep High-Resolution Representation Learning for Visual Recognition✓ Link76.75HRNet-482019-08-20
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers✓ Link76.69SegFormer-B22021-05-31
Deep High-Resolution Representation Learning for Visual Recognition✓ Link75.90HRNet-182019-08-20
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers✓ Link75.57SegFormer-B02021-05-31
Feature Pyramid Networks for Object Detection✓ Link74.86FPN2016-12-09
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation✓ Link72.90DeepLabV3+2018-02-07
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