HyperAI초신경

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

한국어

HyperAI초신경

Anomaly Detection In Surveillance Videos On 3

평가 지표

AUC

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	AUC	Paper Title	Repository
SSMTL	97.5	Anomaly Detection in Video via Self-Supervised and Multi-Task Learning
CL-VAD	97.8	Continual Learning for Anomaly Detection in Surveillance Videos	-
Background-Agnostic Framework	98.7	A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video
GCN-Anomaly	93.2	Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection
FastAno	96.3	FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation
RTFM	98.6	Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning

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