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Semantic Segmentation On Us3D

評価指標

mIoU

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
mIoU
Paper TitleRepository
LMFNet-385.09LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing-
FPN72.51Feature Pyramid Networks for Object Detection
SegFormer-B071.80SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
LMFNet-284.50LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing-
CMX84.63CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
SegFormer-B275.14SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
SA-Gate83.62Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
vFuseNet83.53Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks
SegFormer-B174.19SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
UNetFormer74.77UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
PSNet73.12Pyramid Scene Parsing Network
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