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SOC estimation research benchmarks · SOTA2 Research

SOC estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SOC estimation profiles

0.29p50 Latency (ms)

3

May 12, 2026

UDDS Cycle 0°C

0.16MAE

3

Feb 26, 2026

UDDS Cycle (-10°C)

0.161MAE

3

Feb 26, 2026

UDDS Cycle (-20°C)

16MAE

3

Feb 26, 2026

NN Cycle -10°C

18MAE

3

Feb 26, 2026

Popular datasets

UDDS Cycle NN Cycle UDDS SOC estimation profiles

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