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Benchmarks
SOH estimation on Battery Mission Profile B2 to B5
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0.72
RMSE
DDAN
0.0396
4.6323
9.225
13.8177
Dec 9, 2025
RMSE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
R2
DDAN
Ttr (Training time)=72...
2025.12
0.72
0.62
CITL
Ttr (Training time)=20...
2025.12
0.92
0.73
AS3LSTM
Ttr (Training time)=61...
2025.12
1.83
0.68
MMD-LSTM-DA
Ttr (Training time)=89...
2025.12
2.08
0.48
BO-CNN-TL
Ttr (Training time)=17...
2025.12
12
0.71
SS-TCA
Ttr (Training time)=16...
2025.12
17.73
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