Medical Code Prediction on MIMIC-III full-label 1.4 (test) benchmark leaderboard · SOTA2 Research

Medical Code Prediction on MIMIC-III full-label 1.4 (test)

0.586F1 MicroRAC

Evaluation Results

Method	Links
RAC2021.07		0.586	0.948	0.992	0.127	82.9	0.754	0.601
RAC - SWA2021.07		0.582	0.948	0.992	0.126	82.6	0.749	0.598
RAC - SWA - SentPerm2021.07		0.58	0.949	0.992	0.114	82.3	0.749	0.595
LAAT2021.07		0.575	0.919	0.988	0.099	81.3	0.738	0.591
JointLAAT2021.07		0.575	0.921	0.988	0.107	80.6	0.735	0.59
RAC - SWA - SentPerm - CodeTitles2021.07		0.574	0.924	0.989	0.11	81.5	0.742	0.588
MSATT-KG2021.07		0.553	0.91	0.992	0.09	—	0.728	0.581
MultiResCNN2021.07		0.552	0.91	0.986	0.085	—	0.734	0.584
CAML2021.07		0.539	0.895	0.986	0.088	—	0.709	0.561
DR-CAML2021.07		0.529	0.897	0.985	0.086	—	0.69	0.548
SVM2021.07		0.441	—	—	—	—	—	—
CNN2021.07		0.419	0.806	0.969	0.042	58.1	—	0.443
Bi-GRU2021.07		0.417	0.822	0.971	0.038	58.5	—	0.445
Logistic Regression2021.07		0.272	0.561	0.937	0.011	—	0.542	0.411