Disease onset forecasting on EHR 5-year horizon (test) benchmark leaderboard · SOTA2 Research

Disease onset forecasting on EHR 5-year horizon (test)

0.756Macro AUROCBERT (FT)

Evaluation Results

Method	Links
BERT (FT)2026.03		0.756	0.136	0.721	0.146	0.717	0.22	0.699	0.189	0.838	0.219	0.782	0.107	0.639	0.003	0.897	0.067
RAVEN2026.03		0.752	0.116	0.773	0.108	0.697	0.2	0.676	0.164	0.821	0.184	0.754	0.08	0.639	0.004	0.901	0.073
SeqLoss2026.03		0.661	0.106	0.684	0.108	0.676	0.201	0.639	0.181	0.729	0.148	0.575	0.053	0.512	0.002	0.812	0.051
Multiclass2026.03		0.639	0.09	0.665	0.084	0.639	0.168	0.532	0.125	0.719	0.119	0.618	0.068	0.504	0.002	0.796	0.066
EGE2026.03		0.635	0.097	0.644	0.094	0.606	0.165	0.621	0.16	0.667	0.145	0.625	0.065	0.498	0.001	0.784	0.047