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Nodule Classification research benchmarks · SOTA2 Research

Nodule Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LIDC-IDRI All Nodules (test folds 1-5)

90.44Accuracy

8

Feb 26, 2026

72Balanced Accuracy

5

Jun 23, 2026

LIDC-IDRI individually confident nodules (test)

93.55Accuracy (Dr 1)

2

Feb 26, 2026

LIDC-IDRI FP Set (test folds 1-5)

97.02Accuracy

1

Feb 26, 2026

LIDC-IDRI TP Set (test folds 1-5)

81.42Accuracy

1

Feb 26, 2026

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