XSleepNet2 (EEG, EOG, EMG)

Reported on 4 benchmarks across 2 tasks

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

Medical4 results

Sleep QualityonSHHS
Cohen's Kappa
0.847
best: 0.86 (SynthSleepNet (EEG2+EOG2+EMG1))
Sleep QualityonSHHS
Macro-F1
0.823
best: 0.845 (SynthSleepNet (EEG2+EOG2+EMG1))
Sleep Stage DetectiononSHHS
Cohen's Kappa
0.847
best: 0.86 (SynthSleepNet (EEG2+EOG2+EMG1))
Sleep Stage DetectiononSHHS
Macro-F1
0.823
best: 0.845 (SynthSleepNet (EEG2+EOG2+EMG1))