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Benchmarks
Sleep Stage Classification on Sleep-EDF SHHS-1 (test)
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92.99
Accuracy
STDA-Net
75.1436
79.7768
84.41
89.0432
May 7, 2026
Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Accuracy
STDA-Net
Input representation=2...
2026.05
92.99
ADAADL
Input representation=1...
2026.05
86.56
ADJLDA
Input representation=1...
2026.05
84.56
ADDA
Input representation=1...
2026.05
83.65
DSAN
Input representation=1...
2026.05
83.43
DIRT-T
Input representation=1...
2026.05
80.78
CDAN
Input representation=1...
2026.05
79.12
DANN
Input representation=1...
2026.05
78.32
ADAST
Input representation=1...
2026.05
77.84
Deep CORAL
Input representation=1...
2026.05
77.46
MDDA
Input representation=1...
2026.05
75.83
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