Spindle Detection On Mass Ss2

Metrics

F1-score (@IoU = 0.3)

Results

Performance results of various models on this benchmark

		Paper Title	Code
RED-Time	0.812	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection
RED-CWT	0.809	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection
DOSED	0.75	DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal
Multichannel Low-Rank	0.50	Multichannel sleep spindle detection using sparse low-rank optimization
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).
MUSSDET	0.39	A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET.

0 of 6 row(s) selected.

Spindle Detection On Mass Ss2

Metrics

F1-score (@IoU = 0.3)

Results

Performance results of various models on this benchmark

		Paper Title	Code
RED-Time	0.812	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection
RED-CWT	0.809	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection
DOSED	0.75	DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal
Multichannel Low-Rank	0.50	Multichannel sleep spindle detection using sparse low-rank optimization
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).
MUSSDET	0.39	A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET.

0 of 6 row(s) selected.

Spindle Detection On Mass Ss2 | SOTA | HyperAI超神经