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Benchmarks
SOH estimation on Battery Mission Profile B4 to B5
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0.96
R2
CITL
0.4816
0.6058
0.73
0.8542
Dec 9, 2025
R2
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2
RMSE
CITL
Ttr (Training time)=0....
2025.12
0.96
0.35
DDAN
Ttr (Training time)=90...
2025.12
0.94
0.42
SS-TCA
Ttr (Training time)=7....
2025.12
0.93
0.49
BO-CNN-TL
Ttr (Training time)=46...
2025.12
0.89
3.42
AS3LSTM
Ttr (Training time)=59...
2025.12
0.76
1.38
MMD-LSTM-DA
Ttr (Training time)=11...
2025.12
0.5
2.03
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