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Video Anomaly Detection On Hr Ubnormal

Metrics

AUC

Results

Performance results of various models on this benchmark

Model Name
AUC
Paper TitleRepository
COSKAD-radial63.4Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection
BiPOCO52.3BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection
MPED-RNN61.2Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos
TrajREC68.2Holistic Representation Learning for Multitask Trajectory Anomaly Detection
GEPC55.2Graph Embedded Pose Clustering for Anomaly Detection
MoCoDAD68.4Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection
COSKAD-euclidean65.2Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection
COSKAD-hyperbolic65.5Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection
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