HyperAI超神经

Medical Code Prediction On Mimic Iv Icd9 Full

评估指标

F1 Macro

F1 Micro

Macro AUC

Micro AUC

Precision@8

评测结果

各个模型在此基准测试上的表现结果

						Paper Title
PLM-ICD	14.40	62.45	96.61	99.53	70.34	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
Joint LAAT	14.17	60.37	95.57	99.49	67.46	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
MSMN	13.94	61.15	96.79	99.56	68.89	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
LAAT	13.12	60.31	95.18	99.47	67.47	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
CAML	11.06	57.28	93.45	99.29	64.91	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification

0 of 5 row(s) selected.

HyperAI超神经

Medical Code Prediction On Mimic Iv Icd9 Full

评估指标

F1 Macro

F1 Micro

Macro AUC

Micro AUC

Precision@8

评测结果

各个模型在此基准测试上的表现结果

						Paper Title
PLM-ICD	14.40	62.45	96.61	99.53	70.34	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
Joint LAAT	14.17	60.37	95.57	99.49	67.46	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
MSMN	13.94	61.15	96.79	99.56	68.89	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
LAAT	13.12	60.31	95.18	99.47	67.47	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
CAML	11.06	57.28	93.45	99.29	64.91	Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification

0 of 5 row(s) selected.

Medical Code Prediction On Mimic Iv Icd9 Full | SOTA | HyperAI超神经