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
Model Agnostic Defence against Backdoor Attacks in Machine LearningCode1
A real-time and high-precision method for small traffic-signs recognitionCode1
Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint0
Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images0
Adversarial Attacks on Traffic Sign Recognition: A Survey0
Context-Aware Block Net for Small Object Detection0
A Simple Fix for Convolutional Neural Network via Coordinate Embedding0
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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