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HUST

Benchmarks

Task NameDataset NameSOTA ResultTrend
Degradation EstimationHUST
MSE27.82
33
Industry 4.0 MonitoringHUST
MSE0.0033
6
SoH estimationHUST
MAPE0.26
5
Fault DiagnosisHUST (test)
F1 Score58.21
4
Physical ModelingHUST
Score35.67
2
Degradation estimationHUST sample (cross-validation)
MSE0.0019
1
Battery cycle life predictionHUST (test)
Imp18.95
1
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