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

Disease Diagnosis on MIMIC-III 1.0 (test)

69.04Micro PrecisionCAML

Evaluation Results

Method	Links
CAML2025.02		69.04	55.87	61.54	65.08	50.12	54.42
LDAM2025.02		68	57.12	62.18	67.38	51.5	57.44
DIPOLE2025.02		64.38	57.94	60.98	61.63	53.02	55.68
LLaMA-12025.02		61.42	65.98	63.64	61.08	61.64	60.55
ProMedTS w/ Flan-T5-small2025.02		61.32	66.65	63.67	60.35	61.62	60.42
FROZEN2025.02		61.09	64.07	62.51	59.96	59.99	59.15
ProMedTS w/ Flan-T5-large2025.02		60.62	67.83	64.02	59.43	63.65	60.78
EHR-KnowGen2025.02		60.01	65.51	62.62	58.34	61.81	59.44
PROMPTEHR2025.02		59.29	65.53	62.24	57.44	62.87	59.1
Flan-T52025.02		58.12	66.23	62.03	56.56	62.47	58.87
ProMedTS w/ QWEN-2.52025.02		55.37	58.97	57.82	56.45	56.72	55.97
ProMedTS w/ OPT2025.02		54.57	54.92	54.74	55.92	52.15	53.68
QWEN-2.52025.02		49.77	58.24	53.21	50.32	54.03	52.99
GRU2025.02		46.41	21.88	29.43	30.47	13	14.59
OPT2025.02		42.56	69.22	52.71	47.58	65.06	52.56
TimeLLM2025.02		37.43	54.93	36.59	10.18	35.21	15.16
PatchTST2025.02		32.64	42.72	36.02	26.86	29.71	19.25