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ResearchFormerly WizWand

Sleep Stage Classification on SHHS Sleep-EDF 2 (test)

93.29AccuracySTDA-Net
60.145268.750177.35585.9599May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
STDA-NetInput representation=2D EEG spectrogram2026.0593.29
ADAADLInput representation=1D EEG2026.0589.01
ADAADLInput representation=1D EEG2026.0587.89
ADJLDAInput representation=1D EEG2026.0587.01
ADJLDAInput representation=1D EEG2026.0585.89
STDA-NetInput representation=2D EEG spectrogram2026.0582.32
ADASTInput representation=1D EEG2026.0578.48
DSANInput representation=1D EEG2026.0575.64
DIRT-TInput representation=1D EEG2026.0574.75
CDANInput representation=1D EEG2026.0574.56
ADDAInput representation=1D EEG2026.0574.45
DSANInput representation=1D EEG2026.0571.89
MDDAInput representation=1D EEG2026.0570.82
MDDAInput representation=1D EEG2026.0570.43
DANNInput representation=1D EEG2026.0569.74
Deep CORALInput representation=1D EEG2026.0569.73
DANNInput representation=1D EEG2026.0568.85
ADASTInput representation=1D EEG2026.0568.57
CDANInput representation=1D EEG2026.0567.23
ADDAInput representation=1D EEG2026.0565.72
Deep CORALInput representation=1D EEG2026.0565.32
DIRT-TInput representation=1D EEG2026.0561.42