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

العربية

Object Detection On Dsec

المقاييس

mAP

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	mAP	Paper Title	Repository
SAGate	19.6	Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation
RENet	29.4	RGB-Event Fusion for Moving Object Detection in Autonomous Driving
EFNet	30.0	Event-Based Fusion for Motion Deblurring with Cross-modal Attention
CBAM	26.1	CBAM: Convolutional Block Attention Module
CAFR	38.0	Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection
FPN-Fusion	24.4	Fusing Event-based and RGB camera for Robust Object Detection in Adverse Conditions	-
DCF	25.7	Calibrated RGB-D Salient Object Detection
RAMNet	17.6	Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction
SENet	26.2	Squeeze-and-Excitation Networks
CMX	29.1	CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
SPNet	27.7	Specificity-preserving RGB-D Saliency Detection
ECANet	25.7	ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

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