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ResearchFormerly WizWand

Sleep Disorder Prediction on Actigraphy

64.1Average AUCPAT-M
48.81252.78156.7560.719Nov 22, 2024
Updated 5mo ago

Evaluation results

MethodLinks
PAT-MParams=1.00M2024.1164.1
PAT-LParams=1.99M2024.1163.2
PAT Conv-LParams=1.99M2024.1163.1
PAT Conv-SParams=287K2024.1161.6
PAT Conv-MParams=1.00M2024.1161.6
ConvLSTM (Smoothed)Params=1.76M2024.1160.9
CNN-3DParams=790K2024.1160.8
ConvLSTMParams=1.76M2024.1160.6
CNN-3D (Smoothed)Params=790K2024.1160.5
PAT-SParams=287K2024.1158.7
ScratchTransformer-MParams=1.00M2024.1157.1
CNN-1DParams=10K2024.1156.3
CNN-1D (Smoothed)Params=10K2024.1155.8
Wavelet TransformParams=10K2024.1152.9
ScratchTransformer-SParams=287K2024.1151.8
ScratchTransformer-LParams=1.99M2024.1150.8
LSTM (Smoothed)Params=15K2024.1150.6
LSTMParams=15K2024.1149.4