HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Video Anomaly Detection On Hr Ubnormal

평가 지표

AUC

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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