Health Risk Prediction on NHANES 2011-2014 benchmark leaderboard · SOTA2 Research

Health Risk Prediction on NHANES 2011-2014

0.7565Angina AUROCNormWear

Evaluation Results

Method	Links
NormWear2026.07		0.7565	0.8089	0.7758	0.8092	0.7985	0.7157	0.8072	0.6214	0.6366	0.7095	0.6372	0.7031	0.7795	0.6373	0.705	0.7062	0.6448	0.6474	0.6499	0.6639	0.6532	0.7079
StepFM2026.07		0.7524	0.832	0.7846	0.8196	0.8284	0.7544	0.8509	0.6708	0.6789	0.7502	0.6517	0.7153	0.7988	0.6489	0.7335	0.7432	0.6597	0.6571	0.6642	0.7014	0.6709	0.7318
Trad. ML2026.07		0.7398	0.8065	0.7748	0.8041	0.7851	0.7424	0.8293	0.6511	0.6459	0.7274	0.6224	0.7014	0.7305	0.6012	0.7294	0.7319	0.6287	0.6222	0.6195	0.6788	0.6643	0.7065
PAT2026.07		0.7376	0.7905	0.7253	0.7367	0.7443	0.3766	0.7207	0.5521	0.5166	0.6276	0.6357	0.6624	0.7801	0.605	0.6294	0.6234	0.5666	0.5243	0.5958	0.5389	0.5706	0.6314
SSCP2026.07		0.6829	0.7513	0.7467	0.7273	0.7713	0.6558	0.6863	0.5647	0.6079	0.6983	0.6186	0.6846	0.7883	0.6151	0.6482	0.6429	0.5775	0.5811	0.5626	0.594	0.584	0.6566
TimeSiam2026.07		0.6566	0.744	0.7206	0.745	0.7446	0.6893	0.7672	0.6098	0.6168	0.6427	0.6095	0.703	0.7347	0.5924	0.6622	0.6602	0.612	0.6566	0.6445	0.6331	0.6335	0.6704
Pulse-PPG2026.07		0.5991	0.6201	0.6098	0.6249	0.6435	0.6688	0.6843	0.5572	0.6026	0.5831	0.5536	0.5255	0.6576	0.5461	0.6468	0.6133	0.5278	0.516	0.5575	0.5767	0.5751	0.5947