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Papers Benchmarks Datasets Tasks

NGAFID dataset and benchmarks · SOTA2 Research

Research Datasets

NGAFID

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Fault Classification

NGAFID

66.85Accuracy

12

Fault Identification

NGAFID

80.41Accuracy

8

Aircraft Health Diagnosis

NGAFID (Overall)

64.24Accuracy

6

Fault Classification

NGAFID (Overall)

59.62Accuracy

6

Anomaly Detection

NGAFID (Overall)

72.58Accuracy

3

Anomaly Detection

NGAFID

78.38Accuracy

3

Fault Detection

NGAFID Stage 1 (test)

81.92Accuracy

2

Popular tasks

Anomaly Detection Fault Classification Fault Detection Aircraft Health Diagnosis Fault Identification

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