NHANES
Benchmarks
TaskDatasetSOTA resultTrendResults
NHANES 2017-2018 (test)
1.2wMAPE
54
NHANES 8 templates (holdout)
0.3wMAPE
48
NHANES
100Accuracy
18
nhanes
98.2Coverage (COV)
15
NHANES (test)
85.5AUROC
12
NHANES (test)
85.5AUROC
12
NHANES
89.7Accuracy
12
NHANES (test)
95.94Recall@1
11
NHANES Race
-0.093Correlation (P_ρr)
10
NHANES Education
-0.418Correlation Coefficient (P_ρr)
10
NHANES MNAR (50% missingness)
0.138NRMSE
8
NHANES MNAR (30% missingness)
0.11NRMSE
8
NHANES MNAR (10% missingness)
0.079NRMSE
8
NHANES 2011-2014
0.757Angina AUROC
7
nhanes
0.902COV
7
NHANES 30% missingness MAR
0.088NRMSE
7
NHANES 30% missingness MCAR
0.087NRMSE
7
NHANES categorical variables 30% missingness (strict MAR)
70Accuracy
7
NHANES 2005–2006 (train)
0.699Angina AUROC
6
NHANES
59.6AUF Probability
6
NHANES 2017-2018
30.21AUUC
6
NHANES 2017-2018
0.029RMSE
6
NHANES ignorable missingness
0.194Brier Score
6
NHANES non-ignorable missingness (test)
0.189Brier Score
6
nhanes
0.78AUROC
6