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Benchmarks
SOH estimation on Battery Mission Profile B5 to B3
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0.0091
RMSE
CITL
0.005484
0.029892
0.0543
0.078708
Dec 9, 2025
RMSE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
R2
CITL
Ttr (Training time)=12...
2025.12
0.0091
0.91
DDAN
Ttr (Training time)=92...
2025.12
0.0142
0.53
AS3LSTM
Ttr (Training time)=69...
2025.12
0.0144
0.73
MMD-LSTM-DA
Ttr (Training time)=23...
2025.12
0.0148
0.71
BO-CNN-TL
Ttr (Training time)=55...
2025.12
0.0169
0.9
SS-TCA
Ttr (Training time)=7....
2025.12
0.0995
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