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Battery parameter estimation research benchmarks · SOTA2 Research

Battery parameter estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CALCE Real Battery

BatterySimAgent-O3

3.459Total MAPE

2

May 29, 2026

Battery Degradation Fitting

BatterySimAgent-OSS

1.367Total MAPE

2

May 29, 2026

Popular datasets

CALCE Battery Degradation Fitting

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