Sleep Staging on ISRUC (Target Domain III)
78.02AccuracyFF-TRUST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FF-TRUSTSetting=sym., NR=0.2, Source Domain=I,II,IV,V2026.04 | 78.02 | 75.11 | |
| FF-TRUSTSetting=asym., NR=0.2, Source Domain=I,II,IV,V2026.04 | 77.65 | 74.22 | |
| DeepSleepNetSetting=BASE, Noise Rate=0, Source Domain=I,II,IV,V2026.04 | 77.47 | 73.65 | |
| FF-TRUSTSetting=sym., Noise Rate=0.2, Source Domain=I,II,IV,V2026.04 | 77.43 | 73.87 | |
| SleepDGSetting=BASE, NR=0, Source Domain=I,II,IV,V2026.04 | 77.38 | 73.97 | |
| FF-TRUSTSetting=asym., Noise Rate=0.4, Source Domain=I,II,IV,V2026.04 | 77.33 | 73.04 | |
| FF-TRUSTSetting=sym., Noise Rate=0.4, Source Domain=I,II,IV,V2026.04 | 77.1 | 72.31 | |
| FF-TRUSTSetting=sym., NR=0.4, Source Domain=I,II,IV,V2026.04 | 77.05 | 73.79 | |
| DeepSleepNetSetting=sym., Noise Rate=0.2, Source Domain=I,II,IV,V2026.04 | 77.01 | 72.8 | |
| DeepSleepNetSetting=asym., Noise Rate=0.2, Source Domain=I,II,IV,V2026.04 | 76.96 | 72.49 | |
| FF-TRUSTSetting=asym., Noise Rate=0.2, Source Domain=I,II,IV,V2026.04 | 76.87 | 72.74 | |
| DeepSleepNetSetting=asym., Noise Rate=0.4, Source Domain=I,II,IV,V2026.04 | 76.83 | 72.54 | |
| FF-TRUSTSetting=asym., NR=0.4, Source Domain=I,II,IV,V2026.04 | 76.57 | 73 | |
| DeepSleepNetSetting=sym., Noise Rate=0.4, Source Domain=I,II,IV,V2026.04 | 76.32 | 71.28 | |
| FF-TRUSTSetting=sym., Noise Rate=0.6, Source Domain=I,II,IV,V2026.04 | 75.82 | 70.48 | |
| FF-TRUSTSetting=sym., NR=0.6, Source Domain=I,II,IV,V2026.04 | 74.63 | 71.02 | |
| DeepSleepNetSetting=sym., Noise Rate=0.6, Source Domain=I,II,IV,V2026.04 | 74.4 | 67.94 | |
| FF-TRUSTSetting=asym., Noise Rate=0.6, Source Domain=I,II,IV,V2026.04 | 72.83 | 69.67 | |
| FF-TRUSTSetting=asym., NR=0.6, Source Domain=I,II,IV,V2026.04 | 72.2 | 67.83 | |
| DeepSleepNetSetting=asym., Noise Rate=0.6, Source Domain=I,II,IV,V2026.04 | 66.93 | 62.85 |