SOTAVerified

Traffic Sign Detection

Papers

Showing 4150 of 56 papers

TitleStatusHype
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion0
Adversarial Attacks on Traffic Sign Recognition: A Survey0
A Simple Fix for Convolutional Neural Network via Coordinate Embedding0
Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images0
Automatic Traffic Sign Detection and Recognition Using SegU-Net and a Modified Tversky Loss Function With L1-Constraint0
Context-Aware Block Net for Small Object Detection0
Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition0
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images0
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions0
Did You Miss the Sign? A False Negative Alarm System for Traffic Sign Detectors0
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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