SleepEDF
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
SleepEDF-20
94.8F1 Score
35
SleepEDF 78
0.853Accuracy (ACC)
34
SleepEDF-20
89.72Accuracy
15
SleepEDF
93.9Accuracy
14
SleepEDF-20 (± 30 mins)
86.4Acc
13
SleepEDF 5-Classes
84.18Accuracy
12
SleepEDF 78
86.41Accuracy
10
Sleepedf SC
87.86Accuracy (ACC)
9
SleepEDF
72.98Balanced Accuracy
9
SleepEDF (test)
70.11Balanced Acc
8
SleepEDF
28.91PRD
8
SleepEDF
83.9Accuracy
7
SleepEDF Healthy Cohort 20
87.5Accuracy
6
SleepEDF-78 Healthy Cohort
83.8Accuracy
5
SleepEDF
79.5Accuracy
5