Sleep Quality on Sleep-EDF-SC

Metric: Macro-F1 (higher is better)

LeaderboardDataset

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#	Model↕	Macro-F1▼	Extra Data	Paper	Date↕	Code
1	Linear model	0.809	No	Do Not Sleep on Traditional Machine Learning: Si...	2022-07-15	Code
2	CatBoost	0.802	No	Do Not Sleep on Traditional Machine Learning: Si...	2022-07-15	Code

#1Linear modelSOTA
0.809
Macro-F1· 2022-07-15
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring Code
#2CatBoost
0.802
Macro-F1· 2022-07-15
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring Code