Medical Code Prediction on MIMIC-IV-ICD-10-full

Metric: Micro-AUC (higher is better)

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#	Model↕	Micro-AUC▼	Extra Data	Paper	Date↕	Code
1	MSMN	99.61	No	Mimic-IV-ICD: A new benchmark for eXtreme MultiL...	2023-04-27	Code
2	Joint LAAT	99.27	No	Mimic-IV-ICD: A new benchmark for eXtreme MultiL...	2023-04-27	Code
3	LAAT	99.14	No	Mimic-IV-ICD: A new benchmark for eXtreme MultiL...	2023-04-27	Code
4	PLM	99.02	No	Mimic-IV-ICD: A new benchmark for eXtreme MultiL...	2023-04-27	Code
5	CAML	98.79	No	Mimic-IV-ICD: A new benchmark for eXtreme MultiL...	2023-04-27	Code

#1MSMNSOTA
99.61
Micro-AUC· 2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification Code
#2Joint LAAT
99.27
Micro-AUC· 2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification Code
#3LAAT
99.14
Micro-AUC· 2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification Code
#4PLM
99.02
Micro-AUC· 2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification Code
#5CAML
98.79
Micro-AUC· 2023-04-27
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification Code