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Sleep Stage Detection
벤치마크
Sleep Stage Detection on DODO
6개 결과 ·
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Accuracy
85.5
86.3
87.1
87.9
88.7
2019-10
2026-09
SimpleSleepNet — 88.7 (2019-10-31)
DeepSleepNet — 87.5 (2019-10-31)
SeqSleepNet — 85.5 (2019-10-31)
SimpleSleepNet — 88.7 (2019-10-31)
DeepSleepNet — 87.5 (2019-10-31)
SeqSleepNet — 85.5 (2019-10-31)
SimpleSleepNet — 88.7 (2019-10-31)
2019-10-31 — SimpleSleepNet: Accuracy 88.7
Rank
Model
Accuracy
Kappa
Paper
Code
Year
1
SimpleSleepNet
88.7
82.3
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging
Dreem-Organization/dreem-learning-open
·
Dreem-Organization/dreem-learning-evaluation
2019
2
DeepSleepNet
87.5
80.4
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging
Dreem-Organization/dreem-learning-open
·
Dreem-Organization/dreem-learning-evaluation
2019
3
SeqSleepNet
85.5
77.2
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging
Dreem-Organization/dreem-learning-open
·
Dreem-Organization/dreem-learning-evaluation
2019
4
SimpleSleepNet
88.7
82.3
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging
Dreem-Organization/dreem-learning-open
·
Dreem-Organization/dreem-learning-evaluation
2019
5
DeepSleepNet
87.5
80.4
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging
Dreem-Organization/dreem-learning-open
·
Dreem-Organization/dreem-learning-evaluation
2019
6
SeqSleepNet
85.5
77.2
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging
Dreem-Organization/dreem-learning-open
·
Dreem-Organization/dreem-learning-evaluation
2019
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