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PRONOSTIA dataset and benchmarks · SOTA2 Research

Research Datasets

PRONOSTIA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Degradation Estimation

PRONOSTIA

37.5MSE

33

Remaining Useful Life Estimation

PRONOSTIA 100Hz4.2kN

0.005MSE

21

Remaining Useful Life Estimation

PRONOSTIA 100Hz4kN

0.001MSE

21

Bearing Degradation Prediction

PRONOSTIA XOOD sample (out-of-distribution)

0.001MSE

12

Bearing degradation estimation

PRONOSTIA Condition 1 Bearing 5 (X_IND)

0.001MSE

12

Remaining Useful Life Estimation

PRONOSTIA 100Hz5kN

0.002MSE

9

Industry 4.0 Monitoring

PRONOSTIA

0.024MSE

6

Physical Modeling

PRONOSTIA

111.54Score

2

Popular tasks

Remaining Useful Life Estimation Degradation Estimation Bearing degradation estimation Bearing Degradation Prediction Physical Modeling

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