ICD Coding on MIMIC-III Full v1.4 (test) benchmark leaderboard · SOTA2 Research

ICD Coding on MIMIC-III Full v1.4 (test)

0.123Macro F1GKI-ICD

Evaluation Results

Method	Links
GKI-ICD2025.05		0.123	0.962	0.993	0.612	0.777	0.624
KEPTLongformer2025.05		0.118	—	—	0.599	0.771	0.615
MRR2025.05		0.114	0.949	0.995	0.603	0.775	0.623
AKIL2025.05		0.112	0.948	0.994	0.605	0.784	0.637
PLM-ICD2025.05		0.104	0.926	0.989	0.598	0.771	0.613
MSMN2025.05		0.103	0.95	0.992	0.584	0.752	0.599
PLM-CA2025.05		0.103	0.916	0.989	0.599	0.772	0.616
CoRelation2025.05		0.102	0.952	0.992	0.591	0.762	0.607
MSATT-KG2025.05		0.09	0.91	0.992	0.553	0.728	0.581
CAML2025.05		0.088	0.895	0.986	0.539	0.709	0.561