Sleep Staging on Average (Sleep-EDFx, HMC, ISRUC, SHHS, P2018)
73.54AccuracyDeepSleepNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepSleepNetSetting=BASE, Noise Rate=02026.04 | 73.54 | 68.79 | |
| FF-TRUSTSetting=sym., Noise Rate=0.22026.04 | 73.39 | 69.01 | |
| FF-TRUSTSetting=asym., Noise Rate=0.22026.04 | 73.18 | 68.43 | |
| FF-TRUSTSetting=asym., Noise Rate=0.42026.04 | 73.16 | 68.46 | |
| DeepSleepNetSetting=sym., Noise Rate=0.22026.04 | 72.75 | 68.12 | |
| DeepSleepNetSetting=asym., Noise Rate=0.22026.04 | 72.68 | 67.77 | |
| FF-TRUSTSetting=sym., Noise Rate=0.42026.04 | 72.42 | 67.19 | |
| DeepSleepNetSetting=sym., Noise Rate=0.42026.04 | 71.82 | 66.66 | |
| DeepSleepNetSetting=asym., Noise Rate=0.42026.04 | 71.57 | 67.18 | |
| FF-TRUSTSetting=sym., Noise Rate=0.62026.04 | 71.38 | 65.82 | |
| DeepSleepNetSetting=sym., Noise Rate=0.62026.04 | 70.37 | 63.68 | |
| FF-TRUSTSetting=asym., Noise Rate=0.62026.04 | 67.38 | 63.79 | |
| DeepSleepNetSetting=asym., Noise Rate=0.62026.04 | 61.25 | 57.71 |