Sleep Staging on SHHS FULL CHANNELS (test)
88.6Accuracysleep2vec
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| sleep2vecModel Category=Foundation Model2026.02 | 88.6 | 0.84 | 79.5 | 78.4 | 96.8 | 94.8 | 44.1 | 88.2 | 79.2 | 91.2 | |
| sleep2vec (InfoNCE)Model Category=Foundation Model, Loss Function=InfoNCE2026.02 | 88.4 | 0.84 | 78.6 | 77.9 | 96.8 | 94.7 | 39.8 | 87.9 | 80 | 90.8 | |
| PFTSleepModel Category=Foundation Model2026.02 | 87.7 | 0.83 | 80.8 | 82.3 | 96.7 | 93.3 | 48.6 | 87.8 | 82.7 | 91.5 | |
| SleepFMModel Category=Foundation Model, reproduced baseline=true2026.02 | 86.7 | 0.81 | 77.3 | 76.9 | 96.3 | 93.4 | 39.2 | 86.7 | 77.1 | 90.3 |