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State of Health Prediction on NASA B0005
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0.46
MAE
Ours
0.4268
0.6509
0.875
1.0991
Mar 20, 2026
MAE
RMSE
MAPE
Updated 25d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
MAPE
Ours
evaluation_source=on-p...
2026.03
0.46
0.72
0.6
[38]
evaluation_source=sour...
2026.03
0.5
0.8
0.83
[39]
evaluation_source=sour...
2026.03
0.76
1.4
0.87
CNN
evaluation_source=on-p...
2026.03
0.87
1.08
1.18
[35]
evaluation_source=sour...
2026.03
0.89
1.43
0.57
TCN
evaluation_source=on-p...
2026.03
0.95
1.2
1.26
Transformer
evaluation_source=on-p...
2026.03
1.2
1.42
1.53
LSTM
evaluation_source=on-p...
2026.03
1.21
1.66
1.69
[37]
evaluation_source=sour...
2026.03
1.29
1.7
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