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HyperAI超神经

Spindle Detection On Mass Ss2

评估指标

F1-score (@IoU = 0.3)

评测结果

各个模型在此基准测试上的表现结果

模型名称	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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