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Fault Classification research benchmarks · SOTA2 Research

Fault Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100IIEE Accuracy (44.1k)

15

Mar 10, 2026

PV panel dataset

85Precision

12

Jun 5, 2026

66.85Accuracy

12

Mar 25, 2026

Stacking (LogR)

99Accuracy

10

Apr 14, 2026

NGAFID (Overall)

59.62Accuracy

6

Mar 25, 2026

Cryogenic fault scenarios n=200 (held-out)

98.5Classification Accuracy

2

Jul 8, 2026

Popular datasets

NGAFID SIREN CSTR PV panel Cryogenic fault scenarios

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