Sleep Staging on SHHS Target Domain IV
76.03AccuracyFF-TRUST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FF-TRUSTSetting=sym., NR=0.2, Source Domain=I,II,III,V2026.04 | 76.03 | 67.88 | |
| FF-TRUSTSetting=asym., NR=0.2, Source Domain=I,II,III,V2026.04 | 75.84 | 67.87 | |
| SleepDGSetting=BASE, NR=0, Source Domain=I,II,III,V2026.04 | 75.77 | 67.7 | |
| FF-TRUSTSetting=sym., NR=0.4, Source Domain=I,II,III,V2026.04 | 75.43 | 67.38 | |
| FF-TRUSTSetting=asym., NR=0.4, Source Domain=I,II,III,V2026.04 | 75.39 | 67.42 | |
| FF-TRUSTSetting=sym., NR=0.6, Source Domain=I,II,III,V2026.04 | 74.99 | 66.2 | |
| DeepSleepNetSetting=BASE, Noise Rate=0, Source Domain=I,II,III,V2026.04 | 74.62 | 67.22 | |
| FF-TRUSTSetting=sym., Noise Rate=0.4, Source Domain=I,II,III,V2026.04 | 74.48 | 66.33 | |
| FF-TRUSTSetting=asym., NR=0.6, Source Domain=I,II,III,V2026.04 | 74.34 | 65.48 | |
| DeepSleepNetSetting=sym., Noise Rate=0.4, Source Domain=I,II,III,V2026.04 | 74.19 | 66.33 | |
| FF-TRUSTSetting=sym., Noise Rate=0.2, Source Domain=I,II,III,V2026.04 | 74.05 | 66.51 | |
| FF-TRUSTSetting=asym., Noise Rate=0.2, Source Domain=I,II,III,V2026.04 | 73.95 | 66.35 | |
| DeepSleepNetSetting=asym., Noise Rate=0.2, Source Domain=I,II,III,V2026.04 | 73.78 | 66.16 | |
| FF-TRUSTSetting=sym., Noise Rate=0.6, Source Domain=I,II,III,V2026.04 | 73.73 | 65.14 | |
| DeepSleepNetSetting=sym., Noise Rate=0.2, Source Domain=I,II,III,V2026.04 | 73.49 | 65.89 | |
| DeepSleepNetSetting=sym., Noise Rate=0.6, Source Domain=I,II,III,V2026.04 | 73.27 | 64.68 | |
| FF-TRUSTSetting=asym., Noise Rate=0.4, Source Domain=I,II,III,V2026.04 | 72.81 | 64.92 | |
| DeepSleepNetSetting=asym., Noise Rate=0.4, Source Domain=I,II,III,V2026.04 | 68.93 | 61.41 | |
| FF-TRUSTSetting=asym., Noise Rate=0.6, Source Domain=I,II,III,V2026.04 | 67.93 | — | |
| DeepSleepNetSetting=asym., Noise Rate=0.6, Source Domain=I,II,III,V2026.04 | 58.56 | 54.28 |