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Benchmarks
SOH estimation on Battery Mission Profile B3 to B5
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0.5
RMSE
CITL
0.2228
2.0939
3.965
5.8361
Dec 9, 2025
RMSE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
R2
CITL
Ttr (Training time)=1....
2025.12
0.5
0.92
AS3LSTM
Ttr (Training time)=63...
2025.12
0.7
0.86
DDAN
Ttr (Training time)=93...
2025.12
0.8
0.74
MMD-LSTM-DA
Ttr (Training time)=22...
2025.12
1.46
0.74
BO-CNN-TL
Ttr (Training time)=38...
2025.12
1.77
0.9
SS-TCA
Ttr (Training time)=7....
2025.12
7.43
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