SOTAVerified

Traffic Sign Detection

Papers

Showing 3140 of 56 papers

TitleStatusHype
FUSED-Net: Detecting Traffic Signs with Limited Data0
Human-in-the-loop Reasoning For Traffic Sign Detection: Collaborative Approach Yolo With Video-llava0
Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture0
Increasing Trustworthiness of Deep Neural Networks via Accuracy Monitoring0
TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks0
Localized Traffic Sign Detection with Multi-scale Deconvolution Networks0
M3E-Yolo: A New Lightweight Network for Traffic Sign Recognition0
Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector0
Optimized Detection and Classification on GTRSB: Advancing Traffic Sign Recognition with Convolutional Neural Networks0
Pyramid Transformer for Traffic Sign Detection0
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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