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Video Anomaly Detection On Cuhk Avenue

评估指标

AUC

评测结果

各个模型在此基准测试上的表现结果

模型名称
AUC
Paper TitleRepository
MAMA91.2%Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer-
VideoPatchCore92.8%VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection
AnomalyRuler89.7%Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models
PGM92.72%Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified
AnyAnomaly87.3%AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM
HF2-VAD91.1%A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction
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