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SOH estimation research benchmarks · SOTA2 Research

SOH estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.006MAPE

9

Jun 2, 2026

0.44MAPE

9

Jun 2, 2026

0.39MAPE

9

Jun 2, 2026

0.61MAPE

9

Jun 2, 2026

0.49MAPE

9

Jun 2, 2026

0.26MAPE

9

Jun 2, 2026

Overall Average Results

0.9R2

6

Feb 26, 2026

Battery Mission Profile B10 to B9

0.96R2

6

Feb 26, 2026

Battery Mission Profile B9 to B10

98R2

6

Feb 26, 2026

Battery Mission Profile B10 to B5

0.95R2

6

Feb 26, 2026

Battery Mission Profile B5 to B10

0.99R2

6

Feb 26, 2026

Battery Mission Profile B9 to B5

0.94R2

6

Feb 26, 2026

Battery Mission Profile B5 to B9

0.96R2

6

Feb 26, 2026

Battery Mission Profile B8 to B5

0.98R2

6

Feb 26, 2026

Battery Mission Profile B5 to B8

0.98R2

6

Feb 26, 2026

Battery Mission Profile B7 to B5

0.44RMSE

6

Feb 26, 2026

Battery Mission Profile B5 to B7

0.69RMSE

6

Feb 26, 2026

Battery Mission Profile B6 to B5

95R2

6

Feb 26, 2026

Battery Mission Profile B5 to B6

0.97R2

6

Feb 26, 2026

Battery Mission Profile B5 to B4

0.95R2

6

Feb 26, 2026

Battery Mission Profile B4 to B5

0.96R2

6

Feb 26, 2026

Battery Mission Profile B5 to B3

0.009RMSE

6

Feb 26, 2026

Battery Mission Profile B3 to B5

0.5RMSE

6

Feb 26, 2026

Battery Mission Profile B5 to B2

0.95RMSE

6

Feb 26, 2026

Battery Mission Profile B2 to B5

0.72RMSE

6

Feb 26, 2026

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