SOTAVerified

Traffic Sign Detection

Papers

Showing 2130 of 56 papers

TitleStatusHype
Traffic sign detection and recognition using event camera image reconstruction0
Traffic Sign Detection With Event Cameras and DCNN0
Traffic Signs Detection and Recognition System using Deep Learning0
Voice-Assisted Real-Time Traffic Sign Recognition System Using Convolutional Neural Network0
VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection0
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction0
YOLO-PPA based Efficient Traffic Sign Detection for Cruise Control in Autonomous Driving0
EMDFNet: Efficient Multi-scale and Diverse Feature Network for Traffic Sign Detection0
Explainable and Trustworthy Traffic Sign Detection for Safe Autonomous Driving: An Inductive Logic Programming Approach0
Fast detection of multiple objects in traffic scenes with a common detection framework0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1YOLO-CCSPNetmAP@0.595.8Unverified
2M3E-YolomAP@0.593.4Unverified
#ModelMetricClaimedVerifiedStatus
1CCSPNet-JointAveraged Precision0.95Unverified
2YOLO-CCSPNetAveraged Precision0.92Unverified
#ModelMetricClaimedVerifiedStatus
1Faster R-CNN Inception Resnet V2mAP95.77Unverified
#ModelMetricClaimedVerifiedStatus
1CABNetmAP@0.578Unverified