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Models/SimpleSleepNet

SimpleSleepNet

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical8 results

Sleep QualityonDODH
Accuracy· 2019-10-31
89.9
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep QualityonDODH
Kappa· 2019-10-31
84.6
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep QualityonDODO
Accuracy· 2019-10-31
88.7
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep QualityonDODO
Kappa· 2019-10-31
82.3
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep Stage DetectiononDODH
Accuracy· 2019-10-31
89.9
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep Stage DetectiononDODH
Kappa· 2019-10-31
84.6
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep Stage DetectiononDODO
Accuracy· 2019-10-31
88.7
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep Stage DetectiononDODO
Kappa· 2019-10-31
82.3
SOTA
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221