HyperAI초신경

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

한국어

HyperAI초신경

Spindle Detection On Mass Ss2

평가 지표

F1-score (@IoU = 0.3)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	F1-score (@IoU = 0.3)	Paper Title	Repository
Spinky	0.46	Meet Spinky: An Open-Source Spindle and K-Complex Detection Toolbox Validated on the Open-Access Montreal Archive of Sleep Studies (MASS).
DOSED	0.75	DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal
RED-CWT	0.809	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection
MUSSDET	0.39	A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET.	-
Multichannel Low-Rank	0.50	Multichannel sleep spindle detection using sparse low-rank optimization
RED-Time	0.812	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection

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