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

العربية

Semantic Segmentation On Urbanlf

المقاييس

mIoU (Real)

mIoU (Syn)

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	mIoU (Real)	mIoU (Syn)	Paper Title	Repository
DAVSS	75.91	74.27	Video Semantic Segmentation with Distortion-Aware Feature Correction
CMNeXt (RGB-LF33)	82.62	80.98	Delivering Arbitrary-Modal Semantic Segmentation
TMANet	77.14	76.41	Temporal Memory Attention for Video Semantic Segmentation
TDNet (ResNet-50)	76.48	74.71	Temporally Distributed Networks for Fast Video Semantic Segmentation
SETR (ViT-Large)	77.74	77.69	Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
SegFormer	82.20	78.53	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
OCR (HRNetV2-W48)	78.60	79.36	U-Net: Convolutional Networks for Biomedical Image Segmentation
CMNeXt (RGB-LF8)	83.22	80.74	Delivering Arbitrary-Modal Semantic Segmentation
CMNeXt (RGB-LF80)	83.11	81.02	Delivering Arbitrary-Modal Semantic Segmentation
SA-Gate	n.a.	79.53	Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
PSPNet	76.34	75.78	Pyramid Scene Parsing Network
ESANet	n.a.	79.43	Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis	-
MTINet (HRNetV2-W48)	n.a.	79.10	MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning
DeepLabV3+ (ResNet-101)	76.27	-	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

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Semantic Segmentation On Urbanlf | SOTA | HyperAI