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Benchmarks
SOH estimation on Battery Mission Profile B7 to B5
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0.44
RMSE
AS3LSTM
0.124
2.257
4.39
6.523
Dec 9, 2025
RMSE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
R2
AS3LSTM
Ttr (Training time)=80...
2025.12
0.44
0.92
CITL
Ttr (Training time)=14...
2025.12
0.75
0.83
DDAN
Ttr (Training time)=98...
2025.12
0.91
0.77
MMD-LSTM-DA
Ttr (Training time)=12...
2025.12
1.92
0.55
BO-CNN-TL
Ttr (Training time)=50...
2025.12
3.31
0.79
SS-TCA
Ttr (Training time)=9....
2025.12
8.34
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