HyperAI

Sleep Stage Detection On Mass Single Channel

المقاييس

Accuracy
Cohen's Kappa
Macro-F1

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج
Accuracy
Cohen's Kappa
Macro-F1
Paper TitleRepository
SleePyCo (C4-A1 only)86.8%0.8110.825SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning
XSleepNet (C4-A1 only)85.2%0.7880.806XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging
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