SeqSleepNet

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Medical4 results

Sleep QualityonDODO
Accuracy· 2019-10-31
85.5
best: 88.7 (SimpleSleepNet)
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep QualityonDODO
Kappa· 2019-10-31
77.2
best: 82.3 (SimpleSleepNet)
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep Stage DetectiononDODO
Accuracy· 2019-10-31
85.5
best: 88.7 (SimpleSleepNet)
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221
Sleep Stage DetectiononDODO
Kappa· 2019-10-31
77.2
best: 82.3 (SimpleSleepNet)
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging arXiv:1911.03221