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Papers Benchmarks Datasets Tasks

HUST dataset and benchmarks · SOTA2 Research

Research Datasets

HUST

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Degradation Estimation

HUST

27.82MSE

33

Industry 4.0 Monitoring

HUST

0.003MSE

6

State-of-Health (SOH) Estimation

HUST battery-level

0.102MAPE (%)

5

HUST

0.26MAPE

5

Fault Diagnosis

HUST (test)

58.21F1 Score

4

Physical Modeling

HUST

35.67Score

2

Degradation estimation

HUST sample (cross-validation)

0.002MSE

1

Battery cycle life prediction

HUST (test)

18.95Imp

1

Popular tasks

Degradation Estimation Fault Diagnosis SOH estimation Battery cycle life prediction Physical Modeling

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