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RUL prediction on NASA (test)
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0.0671
RMSE
CDFormer
0.063492
0.087846
0.1122
0.136554
Mar 28, 2026
RMSE
MAE
RE
Updated 19d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
RE
CDFormer
Input Feature=Multivar...
2026.03
0.0671
0.0586
23.65
AttMoE
Input Feature=Univaria...
2026.03
0.0847
0.073
28.49
SA-LSTM
Input Feature=Univaria...
2026.03
0.0849
0.0751
37.25
GRU
Input Feature=Univaria...
2026.03
0.0863
0.0675
30.02
DeTransformer
Input Feature=Univaria...
2026.03
0.0863
0.0746
26.09
RNN
Input Feature=Univaria...
2026.03
0.1435
0.1205
36.92
LSTM
Input Feature=Univaria...
2026.03
0.1573
0.1356
36.92
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