Sleep Staging on SHHS IBI & RESP (test)
83Accuracysleep2vec
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| sleep2vecModel Category=Foundation Model2026.02 | 83 | 0.75 | 65.9 | 65.8 | 95.1 | 86.6 | 5.3 | 80.3 | 60.9 | 84.9 | |
| SleepFounderModel Category=Foundation Model, reproduced baseline=true2026.02 | 80.9 | 0.73 | 68.3 | 67 | 94.5 | 91.3 | 22.3 | 80 | 61.1 | 85.9 | |
| SleepFMModel Category=Foundation Model, reproduced baseline=true2026.02 | 79.7 | 0.71 | 65.7 | 65.4 | 94.2 | 90.4 | 12.9 | 78.4 | 61.7 | 84.8 | |
| Goldammer et al.Model Category=Specialized (non-FM) Model, reproduced baseline=true2026.02 | 77.2 | 0.68 | 63.6 | 62.7 | 93.4 | 88.2 | 15.5 | 76.4 | 55.5 | 82.4 | |
| Sun et al.Model Category=Specialized (non-FM) Model, reproduced baseline=true2026.02 | 71.3 | 0.59 | 57.3 | 56.9 | 91.7 | 85.2 | 4.8 | 70.1 | 49.9 | 76.4 |