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ICD-10 Code Prediction on D2 noisy (test)

93.86AUPRC (Z37)

Ground Truth

Updated 4d ago

Evaluation Results

Method	Links
Ground Truth 2026.02		93.86	-	-	-	-	-	-	-	90.29	89.15	82.5	78.06	79.38	94.81	93.62
D2Impute-T 2026.02		93.44	-	-	-	-	-	-	-	89.64	87.93	79.86	76.61	76.5	94.4	92.77
D2Impute 2026.02		93.41	-	-	-	-	-	-	-	89.6	87.88	79.79	76.34	76.42	94.48	92.78
MLP-T 2026.02		92.78	-	-	-	-	-	-	-	89.49	87.76	78.95	76.41	75.84	94.11	91.75
CDAE 2026.02		92.61	-	-	-	-	-	-	-	89.37	87.56	78.79	76.28	75.74	93.96	91.55
DAE 2026.02		92.54	-	-	-	-	-	-	-	89.32	87.49	78.65	76.21	75.56	93.87	91.34
MLP 2026.02		92.43	-	-	-	-	-	-	-	89.44	87.44	78.54	76.26	75.47	93.99	91.1
D2 2026.02		91.98	-	-	-	-	-	-	-	89.36	87.11	78.28	75.92	75.2	93.95	90.91
k-NN 2026.02		90.22	-	-	-	-	-	-	-	88.84	86.78	77.83	76.14	74.62	92.75	90.68
softImpute 2026.02		89.74	-	-	-	-	-	-	-	87.25	86.33	76.44	73.18	74.46	90.16	88.17
Ground Truth 2026.02		-	90.77	58.4	73.63	71.59	80.03	44.77	48.76	-	-	-	-	-	-	-
D2 2026.02		-	88.71	55.38	71.77	67.24	76.02	41.87	45.07	-	-	-	-	-	-	-
softImpute 2026.02		-	86.98	54.62	70.06	66.13	74.06	40.14	43.29	-	-	-	-	-	-	-
k-NN 2026.02		-	88.16	54.95	71.21	66.88	75.17	40.83	44.26	-	-	-	-	-	-	-
MLP 2026.02		-	88.82	55.88	71.69	67.82	76.11	43.49	45.78	-	-	-	-	-	-	-
MLP-T 2026.02		-	89.04	56.31	71.95	68.14	76.53	43.72	46.11	-	-	-	-	-	-	-
DAE 2026.02		-	88.79	55.97	71.76	68.06	76.24	43.38	45.92	-	-	-	-	-	-	-
CDAE 2026.02		-	88.87	56.01	71.72	68.24	76.35	43.41	46.03	-	-	-	-	-	-	-
D2Impute 2026.02		-	89.36	57.32	72.37	69.75	78.11	44.51	47.31	-	-	-	-	-	-	-
D2Impute-T 2026.02		-	89.22	57.49	72.45	69.99	77.95	44.5	47.07	-	-	-	-	-	-	-