Disease Diagnosis on MIMIC-IV 1.0 (test) benchmark leaderboard · SOTA2 Research

Disease Diagnosis on MIMIC-IV 1.0 (test)

72.82Micro PrecisionCAML

Evaluation Results

Method	Links
CAML2025.02		72.82	59.48	65.4	67.25	50.73	54.71
DIPOLE2025.02		72.39	61.38	66.43	70.45	55.65	60.37
LDAM2025.02		72.01	62.74	66.91	69.77	56.72	60.77
ProMedTS w/ Flan-T5-small2025.02		71.63	67.81	69.69	70.12	63.58	66.21
ProMedTS w/ Flan-T5-large2025.02		71.12	69.33	70.21	70.97	65.51	67.56
LLaMA-12025.02		68.54	69.54	69.29	67.53	66.24	66.21
FROZEN2025.02		67.81	69.08	68.42	66.27	65.21	65.3
Flan-T52025.02		66.24	69.53	67.92	64.28	66.01	64.79
EHR-KnowGen2025.02		65.8	70.85	68.16	63.82	67.24	65.11
PROMPTEHR2025.02		65.24	70.31	68.02	63.53	67.02	65.01
OPT2025.02		57.02	46.53	51.25	56.87	44.32	47.89
GRU2025.02		56.23	25.77	35.21	38.37	16.97	20.65
ProMedTS w/ OPT2025.02		54.99	55.2	55.1	56.81	52.36	53.23
QWEN-2.52025.02		52.34	54.47	53.38	53.31	50.91	51.2
ProMedTS w/ QWEN-2.52025.02		48.65	72.32	58.14	57.35	66.23	57.51
TimeLLM2025.02		30.3	60.46	40.31	24.61	47.26	25.56
PatchTST2025.02		27.26	57.42	36.97	20.59	43.72	21.78