NLST
Benchmarks
TaskDatasetSOTA resultTrendResults
NLST (test)
93.1AUC (All)
36
NLST MCAR mechanism (30% factors missing, 50% TP1 images missing) (test (791 subjects))
0.896AUC
35
NLST (test)
1.11TRE (mm)
21
LUAD NLST
0.634C-index
14
NLST (test)
0.838AUC
11
NLST (test)
91.9AUC
11
NLST-LUAD (external val)
0.662C-index
9
NLST (test)
0.202LPIPS
9
NLST (val)
1.18TRE30
9
NLST-cmst (test)
90.79Accuracy
9
NLST 0.4/0.4/0.2 split (test)
94Coverage
8
NLST
92Coverage
8
NLST cohort (holdout)
0.198RMSE (log)
7
NLSTt (test)
83.6AUC @ H1
7
NLST without GGN
0.949AUC
6
NLST
46CPM (0.5mm)
6
NLST-LUAD
0.662C-index
5
NLST
94.3AUC
2
NLST 10 pairs 2011
0.85Mean TRE (mm)
2
NLST (test)
26.28MAE (All Samples)
2