DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
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Benchmark
Model
Rank
Results
sleep-stage-detection-on-mass-ss3
DeepSleepNet
#4
Accuracy: 86.2%
Cohen's kappa: 0.8
Macro-F1: 0.817
sleep-stage-detection-on-sleep-edf
DeepSleepNet
#6
Accuracy: 82%
Cohen's kappa: 0.76
Macro-F1: 0.769
Rank counts only results with a code link.