ICD code prediction on EHR dataset ICD-10 codes (test) benchmark leaderboard · SOTA2 Research

ICD code prediction on EHR dataset ICD-10 codes (test)

90.77AUPRC (T2D)Ground Truth

Evaluation Results

Method	Links
Ground Truth2026.02		90.77	58.4	73.63	71.59	80.03	44.77	48.76
D2Impute-T2026.02		79.73	42.74	48.47	60.07	63.85	32.96	39.36
D2Impute2026.02		79.35	42.11	47.81	59.55	63.05	32.39	39.05
MLP-T2026.02		79.04	41.59	47.93	58.79	62.75	32.23	38.87
CDAE2026.02		78.74	41.45	47.64	58.83	62.51	32.11	38.62
MLP2026.02		78.71	41.32	47.69	58.55	62.28	32.02	38.59
DAE2026.02		78.66	41.38	47.67	58.71	62.41	32.07	38.67
D12026.02		78.47	40.85	47.26	58.08	61.9	32.29	38.13
k-NN2026.02		78.36	41.09	47.42	58.31	61.94	32.23	38.23
softImpute2026.02		77.28	40.06	46.43	58.15	61.78	32.46	37.89