الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Semantic Segmentation On Vaihingen

المقاييس

mIoU

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	mIoU	Paper Title	Repository
CMX	82.87	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
SegFormer-B0	75.57	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
SA-Gate	81.03	Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
HRNet-48	76.75	Deep High-Resolution Representation Learning for Visual Recognition
SegFormer-B2	76.69	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
UnetFormer	77.24	UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery
PSPNet	76.79	Pyramid Scene Parsing Network
LMFNet-2 (	82.49	LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing	-
V-FuseNet	79.56	Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks
SegFormer-B1	76.92	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
DeepLabV3+	72.90	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
HRNet-18	75.90	Deep High-Resolution Representation Learning for Visual Recognition
FPN	74.86	Feature Pyramid Networks for Object Detection

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Semantic Segmentation On Vaihingen | SOTA | HyperAI