SOTAVerified

Traffic Sign Detection

Papers

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Showing 1–25 of 56 papers

TitleStatusHype
Model Agnostic Defence against Backdoor Attacks in Machine LearningCode1
GLARE: A Dataset for Traffic Sign Detection in Sun GlareCode1
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
Accurate Automatic 3D Annotation of Traffic Lights and Signs for Autonomous DrivingCode1
Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint—0
Localized Traffic Sign Detection with Multi-scale Deconvolution Networks—0
M3E-Yolo: A New Lightweight Network for Traffic Sign Recognition—0
Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition—0
Explainable and Trustworthy Traffic Sign Detection for Safe Autonomous Driving: An Inductive Logic Programming Approach—0
Adversarial Attacks on Traffic Sign Recognition: A Survey—0
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images—0
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions—0
Did You Miss the Sign? A False Negative Alarm System for Traffic Sign Detectors—0
Context-Aware Block Net for Small Object Detection—0
EMDFNet: Efficient Multi-scale and Diverse Feature Network for Traffic Sign Detection—0
Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture—0
Efficient Vision Transformer for Accurate Traffic Sign Detection—0
A Simple Fix for Convolutional Neural Network via Coordinate Embedding—0
Fast detection of multiple objects in traffic scenes with a common detection framework—0
FUSED-Net: Detecting Traffic Signs with Limited Data—0
Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring—0
Human-in-the-loop Reasoning For Traffic Sign Detection: Collaborative Approach Yolo With Video-llava—0
Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images—0
TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks—0
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All datasetsCCTSDB2021CCTSDB-AUGGTSDBTT100K

Benchmark Results

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