SOTAVerified

Traffic Accident Detection

Papers

Showing 18 of 8 papers

TitleStatusHype
Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems0
Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection0
Vision-Based Traffic Accident Detection and Anticipation: A Survey0
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos0
ROCO: A Roundabout Traffic Conflict DatasetCode1
Deep Representation of Imbalanced Spatio-temporal Traffic Flow Data for Traffic Accident DetectionCode0
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information FusionCode0
Unsupervised Traffic Accident Detection in First-Person VideosCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1FOL-MaxSTD (pred only)AUC60.1Unverified
2Conv-AEAUC49.5Unverified
3State-of-the-artAUC46.1Unverified
#ModelMetricClaimedVerifiedStatus
1FOL-MaxSTD (pred only)AUC55.6Unverified
2State-of-the-artAUC50.4Unverified
3Conv-AEAUC50.4Unverified
#ModelMetricClaimedVerifiedStatus
1[M6, Proposed] Logistic RegressionAverage F148Unverified