ResearchTasksLung cancer risk estimationLung cancer risk estimationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedNLST MCAR mechanism (30% factors missing, 50% TP1 images missing) (test (791 subjects))fully-observed (Upper Bound)0.896AUC35Feb 26, 2026External In-house Set MNAR mechanism (test (404 subjects))C-PBIGAN + C-PBIGAN0.892AUC24Feb 26, 2026
NLST MCAR mechanism (30% factors missing, 50% TP1 images missing) (test (791 subjects))fully-observed (Upper Bound)0.896AUC35Feb 26, 2026