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Papers Benchmarks Datasets Tasks

Pulmonary nodule segmentation research benchmarks · SOTA2 Research

Pulmonary nodule segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Single-center external dataset (n=885) (test)

86.77Dice Score (%)

37

Jun 23, 2026

Multi-center n=134 (test)

88.07Dice Coefficient (%)

24

Jun 23, 2026

Multi-center external (test)

88.07Dice Coefficient (%)

13

Jun 23, 2026

In-house data (test)

nnUNet + MS + SaTTCA

79.62DSC

9

Feb 26, 2026

LNDb 2019 (test)

nnUNet + SaTTCA

71.46DSC

9

Feb 26, 2026

Popular datasets

LNDb In-house data Multi-Center Single-center external dataset Multi-center external

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