Sleep Stage Detection On Isruc Sleep
评估指标
AUROC
Accuracy
Kappa
评测结果
各个模型在此基准测试上的表现结果
| Paper Title | Repository | ||||
|---|---|---|---|---|---|
| SLEEPER-DT | 84.7 | 78.5 | 0.72 | SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules | - |
| NeuroNet (C4-A1 only) | - | 77.05% | - | NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG |
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