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Sleep Disorder Prediction on Actigraphy

64.1Average AUC

PAT-M

Updated 1d ago

Evaluation Results

Method	Links
PAT-M 2024.11		64.1
PAT-L 2024.11		63.2
PAT Conv-L 2024.11		63.1
PAT Conv-S 2024.11		61.6
PAT Conv-M 2024.11		61.6
ConvLSTM (Smoothed) 2024.11		60.9
CNN-3D 2024.11		60.8
ConvLSTM 2024.11		60.6
CNN-3D (Smoothed) 2024.11		60.5
PAT-S 2024.11		58.7
ScratchTransformer-M 2024.11		57.1
CNN-1D 2024.11		56.3
CNN-1D (Smoothed) 2024.11		55.8
Wavelet Transform 2024.11		52.9
ScratchTransformer-S 2024.11		51.8
ScratchTransformer-L 2024.11		50.8
LSTM (Smoothed) 2024.11		50.6
LSTM 2024.11		49.4