HyperAI

Multimodal Sleep Stage Detection On Sleep Edf 1

Metrics

Macro-F1
Accuracy
Cohen's kappa

Results

Performance results of various models on this benchmark

Comparison Table
Model Name Macro-F1AccuracyCohen's kappa
do-not-sleep-on-linear-models-simple-and0.79583.6%0.765
do-not-sleep-on-linear-models-simple-and0.79282.9%0.759
towards-more-accurate-automatic-sleep-staging-79.6%-