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ICD Coding on MIMIC-III full (test)

62.3F1 Micro

GKI-ICD

Updated 1mo ago

Evaluation Results

Method	Links
GKI-ICD 2024.10		62.3	96.2	99.3	12.3	-	77.7	-	-	-
Sim-Dissim 2024.10		62.3	94.5	99.4	12.5	-	78.4	-	-	-
AKIL 2024.10		60.6	94.8	99.4	11.2	-	78.4	-	-	-
MRR 2024.10		60.3	94.9	99.5	11.4	-	77.5	-	-	-
KEPTLongformer reranker 2022.10		59.9	-	-	11.8	-	77.1	61.5	40.7	57.4
KEPTLongformer 2024.10		59.9	-	-	11.8	-	77.1	-	-	-
PLM-ICD 2024.10		59.8	92.6	98.9	10.4	-	77.1	-	-	-
CoRelation 2024.10		59.2	95.2	99.2	10.2	-	76.2	-	-	-
MSMN 2022.03		58.4	95	99.2	10.3	-	75.2	59.9	-	-
MSMN 2024.10		58.4	95	99.2	9.4	-	75.2	-	-	-
MSMN 2022.10		58.2	-	-	10.3	-	74.9	59.5	39.2	55.7
LAAT 2020.07		57.5	91.9	98.8	9.9	81.3	73.8	59.1	-	-
JointLAAT 2020.07		57.5	92.1	98.8	10.7	80.6	73.5	59	-	-
LAAT 2022.03		57.5	91.9	98.8	9.9	-	73.8	59.1	-	-
JointLAAT 2022.03		57.5	92.1	98.8	10.7	-	73.5	59	-	-
PLM-CA 2024.10		57.3	91.6	98.9	8.9	-	74.5	-	-	-
MSATT-KG 2020.07		55.3	91	99.2	9	-	72.8	58.1	-	-
MSATT-KG 2022.03		55.3	91	99.2	9	-	72.8	58.1	-	-
MSATT-KG 2024.10		55.3	91	99.2	9	-	72.8	-	-	-
MultiResCNN 2020.07		55.2	91	98.6	8.5	-	73.4	58.4	-	-
MultiResCNN 2022.03		55.2	91	98.6	8.5	-	73.4	58.4	-	-
HyperCore 2022.03		55.1	93	98.9	9	-	72.2	57.9	-	-
CAML 2020.07		53.9	89.5	98.6	8.8	-	70.9	56.1	-	-
CAML 2022.03		53.9	89.5	98.6	8.8	-	70.9	56.1	-	-
CAML 2024.10		53.8	89.5	98.6	8.8	-	70.9	-	-	-
DR-CAML 2020.07		52.9	89.7	98.5	8.6	-	69	54.8	-	-
SVM 2020.07		44.1	-	-	-	-	-	-	-	-
CNN 2020.07		41.9	80.6	96.9	4.2	-	58.1	44.3	-	-
BiGRU 2020.07		41.7	82.2	97.1	3.8	-	58.5	44.5	-	-
LR 2020.07		27.2	56.1	93.7	1.1	-	54.2	41.1	-	-