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Battery SoH Prediction research benchmarks · SOTA2 Research

Battery SoH Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Battery SoH Aggregate Across Horizons

481.3Mean Efficiency (η)

4

Feb 26, 2026

Battery SoH 50-Cycle prediction horizon

0.017RMSE

4

Feb 26, 2026

Battery SoH 30-Cycle prediction horizon

1.6RMSE

4

Feb 26, 2026

Battery SoH 1-Cycle prediction horizon

0.014RMSE

4

Feb 26, 2026

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