Sleep Stage Classification on ISRUC (same cohort)
92.4Sensitivity (Wake)Human Expert Agreement
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Human Expert Agreement2019.10 | 92.4 | 91.2 | 55.4 | 86.6 | 77.4 | |
| LSTAR2019.10 | 88.7 | 88.4 | 50.3 | 85 | 87.4 | |
| SLEEPER-DTDepth=92019.10 | 88.3 | 85.3 | 26.9 | 82.59 | 85.6 | |
| MODWT2019.10 | 88.3 | 81.8 | 39.3 | 80.2 | 83.5 | |
| SLEEPER-GBT2019.10 | 88.1 | 86.1 | 34.5 | 83.2 | 87.9 | |
| SLEEPER-LR2019.10 | 87.9 | 80.6 | 27.3 | 84.4 | 79.1 | |
| CNN2019.10 | 85 | 83 | 52 | 77 | 91 | |
| RCNN on Spectrogram2019.10 | 85 | 92 | 58 | 89 | 86 |