الرئيسية المنصة الوثائق الأخبار الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Anomaly Detection On Ucsd Ped2

المقاييس

AUC

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

		Paper Title	Repository
DMAD	99.7%	Diversity-Measurable Anomaly Detection
MULDE-object-centric-micro	99.7%	MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection
STPT	98.9%	Spatio-temporal predictive tasks for abnormal event detection in videos	-
Background-Agnostic	98.7%	A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video
MAMA	98.2%	Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer	-
AnomalyRuler	97.9%	Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models
VALD-GAN	97.74	VALD-GAN: video anomaly detection using latent discriminator augmented GAN	-
STemGAN	97.5	STemGAN: spatio-temporal generative adversarial network for video anomaly detection	-
ASTNet	97.4%	Attention-based residual autoencoder for video anomaly detection	-
Two-stream	97.1%	Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection
FastAno	96.3%	FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation
SD-MAE	95.4%	Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors
ConvVQ	90.2%	Diversity-Measurable Anomaly Detection

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Anomaly Detection On Ucsd Ped2 | SOTA | HyperAI