Sleep Staging on SHHS 1 (test)
89.5AccuracyEarly
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EarlyLosses=MS + AL2023.03 | 89.5 | 0.853 | 82.3 | |
| CoRe-SleepLosses=MS + AL2023.03 | 89.5 | 0.853 | 82.3 | |
| EarlyLosses=MS2023.03 | 89.4 | 0.851 | 82.1 | |
| CoReLosses=MS2023.03 | 89.4 | 0.851 | 82 | |
| CoReLosses=AL2023.03 | 89.3 | 0.85 | 81.8 | |
| Mid-LateLosses=MS + AL2023.03 | 89.3 | 0.851 | 81.9 | |
| EarlyLosses=AL2023.03 | 89.2 | 0.849 | 81.9 | |
| Mid-LateLosses=AL2023.03 | 89.2 | 0.848 | 81.7 | |
| Mid-LateLosses=MS2023.03 | 89.2 | 0.849 | 81.6 | |
| EarlyLosses=None2023.03 | 89.1 | 0.847 | 81.7 | |
| Mid-LateLosses=None2023.03 | 89.1 | 0.848 | 81.6 | |
| CoReLosses=None2023.03 | 89.1 | 0.847 | 81.6 | |
| XSleepNet2023.03 | 88.8 | 0.843 | 82 | |
| CoRe-SleepLosses=MS + AL2023.03 | 88.2 | 0.834 | 80.8 | |
| Mid-LateLosses=MS + AL2023.03 | 88 | 0.831 | 80.4 | |
| CoReLosses=MS2023.03 | 87.9 | 0.83 | 80.3 | |
| SleePyCoTest Modality=EEG Only2023.03 | 87.9 | 0.83 | 80.7 | |
| Mid-LateLosses=MS2023.03 | 87.7 | 0.828 | 80.1 | |
| Unimodal EquivalentTest Modality=EEG Only2023.03 | 87.7 | 0.828 | 80.1 | |
| SleepTransformerTest Modality=EEG Only2023.03 | 87.7 | 0.828 | 80.1 | |
| XSleepNetTest Modality=EEG Only2023.03 | 87.6 | 0.826 | 80.7 | |
| EarlyLosses=MS + AL2023.03 | 87.1 | 0.82 | 79.7 | |
| Mid-LateLosses=AL2023.03 | 85.7 | 0.8 | 78.2 | |
| Mid-LateLosses=None2023.03 | 85.4 | 0.797 | 78.2 | |
| CoRe-SleepLosses=MS + AL2023.03 | 85.3 | 0.792 | 75.3 | |
| Mid-LateLosses=MS + AL2023.03 | 85.2 | 0.792 | 75.1 | |
| Unimodal EquivalentTest Modality=EOG Only2023.03 | 85.1 | 0.79 | 75 | |
| Mid-LateLosses=MS2023.03 | 84.9 | 0.787 | 74.4 | |
| CoReLosses=MS2023.03 | 84.9 | 0.787 | 74.5 | |
| EarlyLosses=MS + AL2023.03 | 83.4 | 0.77 | 74 | |
| EarlyLosses=MS2023.03 | 81.7 | 0.742 | 65.8 | |
| EarlyLosses=MS2023.03 | 77.7 | 0.686 | 62.4 | |
| Mid-LateLosses=None2023.03 | 75.4 | 0.639 | 59.1 | |
| Mid-LateLosses=AL2023.03 | 74.8 | 0.627 | 57.2 | |
| CoReLosses=None2023.03 | 64.7 | 0.458 | 46.2 | |
| EarlyLosses=None2023.03 | 58 | 0.403 | 42.5 | |
| CoReLosses=AL2023.03 | 53.7 | 0.341 | 39.6 | |
| EarlyLosses=AL2023.03 | 49.7 | 0.298 | 39.4 | |
| CoReLosses=AL2023.03 | 43.9 | 0.172 | 23 | |
| EarlyLosses=None2023.03 | 43.6 | 0.201 | 29.2 | |
| EarlyLosses=AL2023.03 | 34 | 0.094 | 21.6 | |
| CoReLosses=None2023.03 | 28.3 | -0.016 | 11.9 |