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Predictive Maintenance research benchmarks · SOTA2 Research

Predictive Maintenance

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Maritime PdM Mid Topology (test)

0.008RMSE

30

Mar 31, 2026

Gradient Boosting

0.896MSE

8

Feb 26, 2026

UCI CNC Machine (test)

L6: Rule-Based Causal

477,000Total Cost (USD)

8

Feb 26, 2026

Scania Component X (test)

37,733Test Cost

4

Jun 12, 2026

Popular datasets

UCI CNC Machine AI4I Maritime PdM Scania Component X

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