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Papers Benchmarks Datasets Tasks

SOH estimation research benchmarks – Page 2 · SOTA2 Research

SOH estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Battery Mission Profile B5 to B1

0.89R2

6

Feb 26, 2026

Battery Mission Profile B1 to B5

0.81RMSE

6

Feb 26, 2026

0.26MAPE

5

Apr 14, 2026

0.5MAPE

5

Apr 14, 2026

0.43MAPE

5

Apr 14, 2026

0.93MAPE

5

Apr 14, 2026

1.37MAPE

5

Apr 14, 2026

Page 2 of 2

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Battery Mission Profile XJTU TJU MIT HUST

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