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Benchmarks
SOH estimation on Battery Mission Profile B5 to B9
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0.96
R2
CITL
0.7312
0.7906
0.85
0.9094
Dec 9, 2025
R2
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2
RMSE
CITL
Ttr (Training time)=0....
2025.12
0.96
0.46
DDAN
Ttr (Training time)=76...
2025.12
0.95
0.49
SS-TCA
Ttr (Training time)=8....
2025.12
0.91
0.74
BO-CNN-TL
Ttr (Training time)=45...
2025.12
0.89
3.17
MMD-LSTM-DA
Ttr (Training time)=12...
2025.12
0.76
1.34
AS3LSTM
Ttr (Training time)=67...
2025.12
0.74
2.32
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