Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Sleep Staging on Sleep-EDF-SC EEG-EOG
Loading...
85.2
Accuracy
SeqSleepNet+
73.76
76.73
79.7
82.67
Jul 30, 2019
Accuracy
Macro F1
Cohen's Kappa
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1
Cohen's Kappa
SeqSleepNet+
Transfer learning=Fine...
2019.07
85.2
79.6
0.789
DeepSleepNet+
Transfer learning=Fine...
2019.07
84.4
78.8
0.781
Multitask 1-max CNN
Transfer learning=No
2019.07
82.3
74.7
0.75
SeqSleepNet+
Transfer learning=Scratch
2019.07
82.2
74.1
0.746
SeqSleepNet+
Transfer learning=Dire...
2019.07
81.2
74.6
0.733
DeepSleepNet+
Transfer learning=Scratch
2019.07
80.8
74.2
0.731
1-max CNN
Transfer learning=No
2019.07
79.8
72
0.72
Attentional RNN
Transfer learning=No
2019.07
79.1
69.8
0.7
DeepSleepNet+
Transfer learning=Dire...
2019.07
74.2
66.9
0.651
Feedback
Search any
task
Search any
task