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Papers Benchmarks Datasets Tasks

Machine health monitoring research benchmarks · SOTA2 Research

Machine health monitoring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TPL manufacturing dataset

Method 3: Monitoring Model Parameters

255Rejection Count

2

Apr 6, 2026

TPL height model parameters

Hotelling’s T2 test (Monitoring Model Parameters)

9Rejections Count

2

Apr 6, 2026

TPL Structure Dimensions dataset

Monitoring Structure Dimensions (Two-sample t-test)

100Accuracy

2

Apr 6, 2026

TPL machine health D1P6

Method 2: Monitoring Structure Dimensions with New Designs

6Rejection Count

2

Apr 6, 2026

Hotelling’s T^2 test

100Accuracy

2

Apr 6, 2026

Popular datasets

TPL TPL machine health TPL Structure Dimensions TPL manufacturing

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