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Sleep abnormalities prediction on Actigraphy

0.665Avg AUC

PAT-L

Updated 1d ago

Evaluation Results

Method	Links
PAT-L 2024.11		0.665
PAT Conv-L 2024.11		0.659
PAT-M 2024.11		0.641
PAT Conv-M 2024.11		0.627
CNN-3D (Smoothed) 2024.11		0.615
CNN-3D 2024.11		0.606
ConvLSTM 2024.11		0.585
ConvLSTM (Smoothed) 2024.11		0.579
PAT Conv-S 2024.11		0.573
PAT-S 2024.11		0.555
ScratchTransformer-M 2024.11		0.543
CNN-1D 2024.11		0.534
Wavelet Transform 2024.11		0.525
CNN-1D (Smoothed) 2024.11		0.519
LSTM (Smoothed) 2024.11		0.515
LSTM 2024.11		0.513
ScratchTransformer-S 2024.11		0.498
ScratchTransformer-L 2024.11		0.492