Sleep Stage Classification on ISRUC-Sleep from SHHS
83.95AccuracyNeuroNet-B+TCM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NeuroNet-B+TCMEEG Epoch=202024.04 | 83.95 | 76.59 | |
| NeuroNet-T+TCMEEG Epoch=202024.04 | 83.01 | 75.66 | |
| NeuroNet-B+TCMEEG Epoch=202024.04 | 82.86 | 75.59 | |
| NeuroNet-T+TCMEEG Epoch=202024.04 | 82.09 | 75.29 | |
| NeuroNet-BEEG Epoch=12024.04 | 75.83 | 65.57 | |
| NeuroNet-TEEG Epoch=12024.04 | 74.85 | 64.81 | |
| NeuroNet-BEEG Epoch=12024.04 | 74.21 | 63.98 | |
| NeuroNet-TEEG Epoch=12024.04 | 73.5 | 63.28 | |
| SleepExpertNetEEG Epoch=202024.04 | 71.19 | 65.75 | |
| U-SleepEEG Epoch=352024.04 | 70.08 | 64.72 | |
| SleepExpertNetEEG Epoch=202024.04 | 67.41 | 60.77 | |
| U-SleepEEG Epoch=352024.04 | 60.08 | 54.36 |