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Sleep Stage Classification on DOD-H (test)

0.899F1 Score

SimpleSleepNet

Updated 4d ago

Evaluation Results

Method	Links
SimpleSleepNet 2019.10		0.899	0.899	0.846	0.861	0.598	0.924	0.825	0.914
DeepSleepNet 2019.10		0.898	0.896	0.843	0.871	0.592	0.919	0.812	0.9
Scorer (best) 2019.10		0.887	0.887	0.828	0.856	0.547	0.911	0.789	0.918
SeqSleepNet 2019.10		0.871	0.872	0.804	0.846	0.566	0.895	0.757	0.881
Scorers (avg.) 2019.10		0.868	0.865	0.799	0.843	0.503	0.889	0.785	0.908
Mixed NN 2019.10		0.86	0.863	0.791	0.786	0.559	0.899	0.808	0.848
Chambon et al. 2019.10		0.83	0.835	0.746	0.724	0.355	0.877	0.774	0.84
Scorer (worst) 2019.10		0.824	0.817	0.733	0.752	0.403	0.847	0.768	0.916
Tsinalis et al. (CNN) 2019.10		0.751	0.757	0.613	0.44	0.154	0.785	0.687	0.698