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COPD classification research benchmarks · SOTA2 Research

COPD classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UK Biobank (test)

73.3AUC

16

Jun 29, 2026

CNN14 (AudioSet)

57UAR

13

Jun 23, 2026

89.77AUROC

11

Mar 4, 2026

COSYCONET (external test)

67.9AUROC

6

Feb 26, 2026

COPDGene (internal test)

84.3AUROC

6

Feb 26, 2026

Danish national registries (Males)

Actual Age and Age Acceleration

79.8AUC

3

Jul 3, 2026

Danish national registries (Females)

Actual Age and Age Acceleration

86.9AUC

3

Jul 3, 2026

Popular datasets

UK Biobank Danish national registries COPDGene COSYCONET COPD-DE

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