SOTAVerified

Traffic Sign Detection

Papers

Showing 110 of 56 papers

TitleStatusHype
A real-time and high-precision method for small traffic-signs recognitionCode1
CCSPNet-Joint: Efficient Joint Training Method for Traffic Sign Detection Under Extreme ConditionsCode1
Model Agnostic Defence against Backdoor Attacks in Machine LearningCode1
Accurate Automatic 3D Annotation of Traffic Lights and Signs for Autonomous DrivingCode1
GLARE: A Dataset for Traffic Sign Detection in Sun GlareCode1
Evaluation of deep neural networks for traffic sign detection systemsCode0
A Hierarchical Deep Architecture and Mini-Batch Selection Method For Joint Traffic Sign and Light DetectionCode0
Deep Learning for Large-Scale Traffic-Sign Detection and RecognitionCode0
Challenging Environments for Traffic Sign Detection: Reliability Assessment under Inclement ConditionsCode0
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural ImagesCode0
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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