Diagnostic Endpoint Prediction on MIMIC IV

0.827AUROC (Median)Transformer-based health forecaster

Evaluation results

Method
Transformer-based health forecaster2026.06	0.827	0.812	0.84	0.257	634
Transformer-based health forecaster2026.06	0.824	0.767	0.876	0.093	75
Transformer-based health forecaster2026.06	0.763	0.747	0.778	0.173	582
Transformer-based health forecaster2026.06	0.725	0.698	0.75	0.064	249
Transformer-based health forecaster2026.06	0.694	0.677	0.709	0.259	1,081
Transformer-based health forecaster2026.06	0.686	0.664	0.713	0.074	321
Transformer-based health forecaster2026.06	0.667	0.65	0.685	0.191	844
Transformer-based health forecaster2026.06	0.652	0.629	0.675	0.09	423
Transformer-based health forecaster2026.06	0.643	0.62	0.666	0.091	411
Transformer-based health forecaster2026.06	0.635	0.622	0.648	0.432	2,356
Transformer-based health forecaster2026.06	0.633	0.585	0.681	0.019	87
Transformer-based health forecaster2026.06	0.621	0.585	0.657	0.033	169
Transformer-based health forecaster2026.06	0.595	0.573	0.617	0.083	479
Transformer-based health forecaster2026.06	0.593	0.578	0.608	0.277	1,645
Transformer-based health forecaster2026.06	0.591	0.572	0.609	0.125	748
Transformer-based health forecaster2026.06	0.582	0.549	0.615	0.047	265
Transformer-based health forecaster2026.06	0.58	0.539	0.621	0.028	161
Transformer-based health forecaster2026.06	0.574	0.543	0.607	0.043	261
Transformer-based health forecaster2026.06	0.571	0.453	0.692	0.003	15
Transformer-based health forecaster2026.06	0.562	0.542	0.582	0.119	746
Transformer-based health forecaster2026.06	0.555	0.524	0.586	0.046	291
Transformer-based health forecaster2026.06	0.538	0.51	0.567	0.063	389
Transformer-based health forecaster2026.06	0.492	0.454	0.531	0.021	161
Transformer-based health forecaster2026.06	0.489	0.464	0.515	0.066	499
Transformer-based health forecaster2026.06	0.472	0.453	0.492	0.138	1,068
Transformer-based health forecaster2026.06	0.411	0.325	0.498	0.018	31
Transformer-based health forecaster2026.06	0.279	0.131	0.467	0.001	8