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Benchmarks
Sleep Stage Classification on Combined Sleep-EDF/SHHS Suite (test)
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89.03
Average Accuracy
STDA-Net
68.8956
74.1228
79.35
84.5772
May 7, 2026
Average Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Average Accuracy
STDA-Net
Input representation=2...
2026.05
89.03
ADAADL
Input representation=1...
2026.05
88.25
ADJLDA
Input representation=1...
2026.05
86.25
ADAST
Input representation=1...
2026.05
75.98
DSAN
Input representation=1...
2026.05
74.07
DIRT-T
Input representation=1...
2026.05
72.02
MDDA
Input representation=1...
2026.05
71.91
CDAN
Input representation=1...
2026.05
71.78
ADDA
Input representation=1...
2026.05
71.02
DANN
Input representation=1...
2026.05
70.96
Deep CORAL
Input representation=1...
2026.05
69.67
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