Sleep Staging
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
77.3Accuracy
56
Apr 14, 2026
89.5Accuracy
42
Feb 26, 2026
94.5AUC
21
Mar 4, 2026
74.66Accuracy
20
Apr 14, 2026
76.03Accuracy
20
Apr 14, 2026
78.02Accuracy
20
Apr 14, 2026
73.5Accuracy
20
Apr 14, 2026
78.8Macro F1
18
Feb 26, 2026
81.8Accuracy
15
Mar 31, 2026
0.838Accuracy
15
Mar 31, 2026
97.9AUC
15
Mar 4, 2026
97.9AUC
15
Mar 4, 2026
89.72Accuracy
15
Feb 26, 2026
82.4Accuracy
14
Mar 6, 2026
73.54Accuracy
13
Apr 14, 2026
86.4Acc
13
Feb 26, 2026
85.2Macro F1
11
Feb 26, 2026
78.53Accuracy
9
Apr 15, 2026
87.7Overall Accuracy
9
Feb 26, 2026
85.2Accuracy
9
Feb 26, 2026
70.11Balanced Acc
8
May 19, 2026
73.33Macro F1
8
Mar 4, 2026
74.76Macro F1
8
Mar 4, 2026
72.49Macro F1
8
Mar 4, 2026
81.04Macro F1
8
Mar 4, 2026