| Benchmark | Model | Rank | Results |
|---|---|---|---|
| sleep-stage-detection-on-shhs-single-channel | XSleepNet (C4-A1 only) | #4 | Accuracy: 87.7%Cohen's Kappa: 0.828Macro-F1: 0.801 |
| sleep-stage-detection-on-sleep-edf | XSleepNet (EEG, EOG) | #3 | Accuracy: 86.4%Cohen's kappa: 0.813Macro-F1: 0.809 |
| sleep-stage-detection-on-sleep-edfx | XSleepNet (EEG, EOG) | #3 | Accuracy: 84.0%Cohen's Kappa: 0.778Macro-F1: 0.787 |
| sleep-stage-detection-on-sleep-edfx-single | XSleepNet (Fpz-Cz only) | #3 | Accuracy: 84.0%Cohen's Kappa: 0.778Macro-F1: 0.779 |