SHHS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
SHHS (test)
89.89Accuracy
54
SHHS 1 (test)
89.5Accuracy
42
SHHS (test)
89.6Accuracy
38
SHHS (test)
99.75ACC
38
SHHS
93.4F1 Weighted
36
SHHS-2 SHHS-1 (test)
92.79Accuracy
22
SHHS Sleep-EDF 2 (test)
93.29Accuracy
22
SHHS Target Domain IV
76.03Accuracy
20
SHHS
97.7AUC
15
SHHS
83.7AUC
15
SHHS
87.6AUC
15
SHHS
95.7AUC
15
SHHS
97.9AUC
15
SHHS1 (test)
88.32Accuracy
15
SHHS 5% labeled data 1.0 (test)
77.52Accuracy
12
SHHS 5% labeled data 1.0 (test)
99.37Accuracy
12
SHHS 5% labeled data 1.0 (test)
87.98Accuracy
12
SHHS 1% labeled data 1.0 (test)
76.93Accuracy (ACC)
12
SHHS 1% labeled data 1.0 (test)
99.35Accuracy
12
SHHS 1% labeled data 1.0 (test)
85.01Accuracy
12
SHHS-2 to SHHS-1 (cross-dataset)
92.6Macro F1 Score
11
SHHS-2 to Sleep-EDF (cross-dataset)
91.78Macro F1 Score
11
SHHS-1 to SHHS-2 (cross-dataset)
83.41Macro F1 Score
11
SHHS
74Balanced Accuracy
9
SHHS EEG (test)
87.7Overall Accuracy
9