HyperAI초신경

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

한국어

HyperAI초신경

Weakly Supervised Video Anomaly Detection On 1

평가 지표

AUC-ROC

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	AUC-ROC	Paper Title	Repository
STPrompt	63.98	Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts	-
AR-Net	62.30	Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning
MIL-Rank	54.12	Real-world Anomaly Detection in Surveillance Videos
OCC-WS	67.42	Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection
RTFM	66.83	Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning
MIST	65.32	MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection
DMU	59.91	Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection
VadCLIP	62.32	VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection
OPVAD	62.94	Open-Vocabulary Video Anomaly Detection	-

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