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Video Anomaly Detection On Hr Ubnormal

Métriques

AUC

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	AUC	Paper Title	Repository
COSKAD-radial	63.4	Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection
BiPOCO	52.3	BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection
MPED-RNN	61.2	Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos
TrajREC	68.2	Holistic Representation Learning for Multitask Trajectory Anomaly Detection
GEPC	55.2	Graph Embedded Pose Clustering for Anomaly Detection
MoCoDAD	68.4	Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection
COSKAD-euclidean	65.2	Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection
COSKAD-hyperbolic	65.5	Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection

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