Sleep Staging on HMC Target Domain II
73.5AccuracyFF-TRUST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FF-TRUSTSetting=asym., NR=0.2, Source Domain=I,III,IV,V2026.04 | 73.5 | 71.16 | |
| SleepDGSetting=BASE, NR=0, Source Domain=I,III,IV,V2026.04 | 73.25 | 70.7 | |
| FF-TRUSTSetting=asym., NR=0.4, Source Domain=I,III,IV,V2026.04 | 72.71 | 70.52 | |
| FF-TRUSTSetting=sym., NR=0.2, Source Domain=I,III,IV,V2026.04 | 72.44 | 70.79 | |
| FF-TRUSTSetting=sym., NR=0.4, Source Domain=I,III,IV,V2026.04 | 71.9 | 70.24 | |
| FF-TRUSTSetting=asym., Noise Rate=0.4, Source Domain=I,III,IV,V2026.04 | 70.89 | 68.35 | |
| FF-TRUSTSetting=sym., NR=0.6, Source Domain=I,III,IV,V2026.04 | 70.8 | 68.79 | |
| DeepSleepNetSetting=BASE, Noise Rate=0, Source Domain=I,III,IV,V2026.04 | 70.28 | 67.75 | |
| FF-TRUSTSetting=sym., Noise Rate=0.2, Source Domain=I,III,IV,V2026.04 | 70.25 | 68.52 | |
| FF-TRUSTSetting=asym., Noise Rate=0.2, Source Domain=I,III,IV,V2026.04 | 69.85 | 67.8 | |
| DeepSleepNetSetting=sym., Noise Rate=0.2, Source Domain=I,III,IV,V2026.04 | 69.77 | 67.37 | |
| FF-TRUSTSetting=asym., NR=0.6, Source Domain=I,III,IV,V2026.04 | 69.59 | 64.79 | |
| DeepSleepNetSetting=asym., Noise Rate=0.2, Source Domain=I,III,IV,V2026.04 | 68.69 | 66.58 | |
| DeepSleepNetSetting=asym., Noise Rate=0.4, Source Domain=I,III,IV,V2026.04 | 68.35 | 66.58 | |
| FF-TRUSTSetting=sym., Noise Rate=0.4, Source Domain=I,III,IV,V2026.04 | 67.41 | 65.11 | |
| DeepSleepNetSetting=sym., Noise Rate=0.4, Source Domain=I,III,IV,V2026.04 | 67.16 | 64.85 | |
| FF-TRUSTSetting=sym., Noise Rate=0.6, Source Domain=I,III,IV,V2026.04 | 66.96 | 64.35 | |
| DeepSleepNetSetting=sym., Noise Rate=0.6, Source Domain=I,III,IV,V2026.04 | 65.37 | 61.71 | |
| FF-TRUSTSetting=asym., Noise Rate=0.6, Source Domain=I,III,IV,V2026.04 | 61.15 | 60.1 | |
| DeepSleepNetSetting=asym., Noise Rate=0.6, Source Domain=I,III,IV,V2026.04 | 58.32 | 55.71 |