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ResearchFormerly WizWand

Sleep Stage Classification on DOD-H (test)

0.899F1 ScoreSimpleSleepNet

Evaluation results

Method	Links
SimpleSleepNet2019.10		0.899	0.899	0.846	0.861	0.598	0.924	0.825	0.914
DeepSleepNet2019.10		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
SeqSleepNet2019.10		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 NN2019.10		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