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Depression prediction on Actigraphy

61Average AUC

PAT Conv-L

Updated 1d ago

Evaluation Results

Method	Links
PAT Conv-L 2024.11		61
PAT Conv-M 2024.11		59.4
PAT-L 2024.11		58.9
PAT Conv-S 2024.11		58.7
CNN-3D (Smoothed) 2024.11		58.6
CNN-3D 2024.11		58.3
PAT-S 2024.11		56
PAT-M 2024.11		55.9
ConvLSTM 2024.11		55
ConvLSTM (Smoothed) 2024.11		54.7
ScratchTransformer-L 2024.11		53.6
ScratchTransformer-M 2024.11		53.6
Wavelet Transform 2024.11		52.3
CNN-1D 2024.11		52.2
CNN-1D (Smoothed) 2024.11		51.7
ScratchTransformer-S 2024.11		50.7
LSTM (Smoothed) 2024.11		50.6
LSTM 2024.11		48.9