paper-with-me

Sleep Stage Detection 벤치마크

Sleep Stage Detection on DODO

6개 결과 · ⬇ CSV · JSON

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)
RankModel AccuracyKappa PaperCodeYear
1 SimpleSleepNet 88.782.3 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 87.580.4 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 85.577.2 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 88.782.3 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 87.580.4 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 85.577.2 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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