XSleepNet (C3-A2 only)

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Medical4 results

Sleep QualityonPhysioNet Challenge 2018 (single-channel)
Cohen's Kappa· 2020-07-08
0.732
best: 0.737 (SleePyCo (C3-A2 only))
SOTA
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging arXiv:2007.05492
Sleep QualityonPhysioNet Challenge 2018 (single-channel)
Macro-F1· 2020-07-08
0.786
best: 0.789 (SleePyCo (C3-A2 only))
SOTA
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging arXiv:2007.05492
Sleep Stage DetectiononPhysioNet Challenge 2018 (single-channel)
Cohen's Kappa· 2020-07-08
0.732
best: 0.737 (SleePyCo (C3-A2 only))
SOTA
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging arXiv:2007.05492
Sleep Stage DetectiononPhysioNet Challenge 2018 (single-channel)
Macro-F1· 2020-07-08
0.786
best: 0.789 (SleePyCo (C3-A2 only))
SOTA
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging arXiv:2007.05492