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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 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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Video Anomaly Detection On Hr Ubnormal | SOTA | HyperAI