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Benchmarks
RUL Prediction on C-MAPSS FD004 (RMSE, Score, MAPE)
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24.58
RMSE
Cox-PH
22.7528
35.0864
47.42
59.7536
Mar 14, 2025
RMSE
Custom Score
MAPE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
Custom Score
MAPE
Cox-PH
2025.03
24.58
1,169,113
26.37
BACE-RUL
2025.03
26.41
710,811
25.79
SVM
2025.03
28.76
894,535
24.98
LSTM
2025.03
28.83
710,122
34.34
DATE
2025.03
32.18
709,521
35.73
BRR
2025.03
38.08
2,089,361
30.67
RF
2025.03
43.29
7,941,618
30.38
Weibull AFT
2025.03
65.06
5,352,168
52.35
DCNN
2025.03
70.26
8,116,539
58.38
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