SOTAVerified

Traffic Sign Detection

Papers

Showing 110 of 56 papers

TitleStatusHype
Accurate Automatic 3D Annotation of Traffic Lights and Signs for Autonomous DrivingCode1
CCSPNet-Joint: Efficient Joint Training Method for Traffic Sign Detection Under Extreme ConditionsCode1
GLARE: A Dataset for Traffic Sign Detection in Sun GlareCode1
A real-time and high-precision method for small traffic-signs recognitionCode1
Model Agnostic Defence against Backdoor Attacks in Machine LearningCode1
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction0
YOLO-CCA: A Context-Based Approach for Traffic Sign DetectionCode0
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion0
Human-in-the-loop Reasoning For Traffic Sign Detection: Collaborative Approach Yolo With Video-llava0
FUSED-Net: Detecting Traffic Signs with Limited Data0
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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