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Benchmarks
Automatic Sleep Scoring on SHHS
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0.868
Accuracy
Sors
0.83472
0.84336
0.852
0.86064
Feb 18, 2019
Accuracy
Macro F1 Score
Kappa
Weighted F1 Score
F1 Score (N1)
F1 Score (N2)
F1 Score (N3)
F1 Score (REM)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
Kappa
Weighted F1 Score
F1 Score (N1)
F1 Score (N2)
F1 Score (N3)
F1 Score (REM)
Sors
Architecture=CNN, Chan...
2019.02
0.868
0.785
0.81
0.914
0.427
0.88
0.849
0.854
IITNet
Architecture=CNN + RNN...
2019.02
0.867
0.798
0.81
0.901
0.481
0.884
0.852
0.872
IITNet
Architecture=CNN + RNN...
2019.02
0.863
0.788
0.81
0.9
0.452
0.882
0.849
0.859
IITNet
Architecture=CNN + RNN...
2019.02
0.836
0.718
0.77
0.887
0.213
0.861
0.849
0.781
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