W-R-N Sleep Staging 벤치마크
W-R-N Sleep Staging on Montreal Archive of Sleep Studies
Weighted F1
- 2021-12-14 — EEG 1-ch: Weighted F1 0.9
| Rank | Model | Weighted F1 | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | EEG 1-ch | 0.90 | A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging | acrophase/sleep_staging_kd | 2021 |
| 2 | ECG 1-ch after KD | 0.66 | A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging | acrophase/sleep_staging_kd | 2021 |
| 3 | EEG 1-ch | 0.90 | A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging | acrophase/sleep_staging_kd | 2021 |
| 4 | ECG 1-ch after KD | 0.66 | A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging | acrophase/sleep_staging_kd | 2021 |
| 5 | EEG 1-ch | 0.90 | A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging | acrophase/sleep_staging_kd | 2021 |
| 6 | ECG 1-ch after KD | 0.66 | A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging | acrophase/sleep_staging_kd | 2021 |