DOSED

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

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

Medical4 results

Sleep QualityonMASS SS2
F1-score (@IoU = 0.3)· 2018-12-07
0.75
best: 0.827 (RED-CWT)
SOTA
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal arXiv:1812.04079
Sleep QualityonWisconsin Sleep Cohort (WSC)
F1-score (@IoU = 0.3)· 2018-12-07
0.46
SOTA
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal arXiv:1812.04079
Sleep QualityonStanford Sleep Cohort (SSC)
F1-score (@IoU = 0.3)· 2018-12-07
0.48
SOTA
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal arXiv:1812.04079
Sleep QualityonMASS SS2
F1-score (@IoU = 0.3)· 2018-12-07
0.6
best: 0.827 (RED-CWT)
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal arXiv:1812.04079