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

العربية

النظام

Semantic Segmentation On Eventscape

المقاييس

mIoU

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	mIoU	Paper Title	Repository
Fast-SCNN	44.27	Fast-SCNN: Fast Semantic Segmentation Network
CMX (B2)	61.90	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
Trans4Trans	51.86	Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World
ISSAFE	43.61	ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data
CGNet	44.75	CGNet: A Light-weight Context Guided Network for Semantic Segmentation
CMX (B4)	64.28	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
SegFormer-B2	58.69	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
DeepLabV3+	53.65	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
SA-Gate	53.94	Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
SwiftNet	36.67	In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images
RFNet	41.34	Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images
SegFormer-B4	59.86	SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

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