Diagnostic Endpoint Prediction on MMRF CoMMpass

75.3AUROC (Median)Transformer-based health forecaster

Evaluation results

Method
Transformer-based health forecaster2026.06	75.3	72.2	77.9	20.9	536
Transformer-based health forecaster2026.06	74.2	67.6	80.3	0.8	31
Transformer-based health forecaster2026.06	73.2	65.3	79.6	2.3	53
Transformer-based health forecaster2026.06	69.6	57.6	79.5	0.7	27
Transformer-based health forecaster2026.06	69.1	67.7	70.4	32.4	1,582
Transformer-based health forecaster2026.06	68.3	63.1	72.4	2.7	126
Transformer-based health forecaster2026.06	68.2	61.6	73.7	2.1	88
Transformer-based health forecaster2026.06	66.9	64.8	69	14.1	674
Transformer-based health forecaster2026.06	66.8	63.8	69.3	9.9	501
Transformer-based health forecaster2026.06	65.3	57.2	72.2	3	64
Transformer-based health forecaster2026.06	62.1	57.2	66.7	3.2	159
Transformer-based health forecaster2026.06	61.9	57.7	65.9	5.4	289
Transformer-based health forecaster2026.06	61.6	49.8	72.1	0.7	31
Transformer-based health forecaster2026.06	60.3	57.1	63.2	6.3	342
Transformer-based health forecaster2026.06	60.3	51.9	68.6	1.4	53
Transformer-based health forecaster2026.06	59.1	50.1	67	0.8	54
Transformer-based health forecaster2026.06	59	49.7	67.3	2.5	61
Transformer-based health forecaster2026.06	57.9	54.2	61.4	22.8	1,378
Transformer-based health forecaster2026.06	57	50.6	62.9	0.9	65
Transformer-based health forecaster2026.06	55.1	50.2	59.7	3.8	254
Transformer-based health forecaster2026.06	55.1	49.9	59.7	1.4	104
Transformer-based health forecaster2026.06	55	39	68.6	0.2	15
Transformer-based health forecaster2026.06	54.9	46.5	61.6	0.9	52
Transformer-based health forecaster2026.06	54.7	44.7	63.8	1.3	50