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Remaining Useful Life prediction on NASA C-MAPSS FD001 (test)

7.78RMSE

Auto RUL + LSTM

Updated 1mo ago

Evaluation Results

Method	Links
Auto RUL + LSTM 2025.04		7.78
Auto RUL + LSTM 2025.04		7.78
LSTM + FCLCNN 2025.04		11.17
LSTM + FCLCNN 2025.04		11.17
BLS + TCN 2025.04		12.08
BLS + TCN 2025.04		12.08
Transformer + TCNN 2025.04		12.31
Transformer + TCNN 2025.04		12.31
HQRNN 2025.04		15.46
HQRNN 2025.04		15.46
GB 2025.04		15.67
LSTM 2025.04		16.14
CNN + LSTM 2025.04		16.16
CNN + LSTM 2025.04		16.16
MLP 2025.04		16.78
RF 2025.04		17.91
CNN 2025.04		18.45
LASSO 2025.04		19.74
KNR 2025.04		20.46
SVM 2025.04		40.72