| medical-code-prediction-on-mimic-iv-icd-10-1 | MSMN | #1 | Macro-AUC: 97.07Micro-AUC: 99.61Macro-F1: 5.42Micro-F1: 55.91… |
| medical-code-prediction-on-mimic-iv-icd-10-1 | Joint LAAT | #2 | Macro-AUC: 93.64Micro-AUC: 99.27Macro-F1: 5.71Micro-F1: 55.89… |
| medical-code-prediction-on-mimic-iv-icd-10-1 | LAAT | #3 | Macro-AUC: 92.96Micro-AUC: 99.14Macro-F1: 4.47Micro-F1: 55.40… |
| medical-code-prediction-on-mimic-iv-icd-10-1 | PLM | #4 | Macro-AUC: 91.85Micro-AUC: 99.02Macro-F1: 4.90Micro-F1: 56.95… |
| medical-code-prediction-on-mimic-iv-icd-10-1 | CAML | #5 | Macro-AUC: 89.91Micro-AUC: 98.79Macro-F1: 4.07Micro-F1: 52.67… |
| medical-code-prediction-on-mimic-iv-icd10 | MSMN | #1 | F1 (micro): 74.15F1 (macro): 69.01AUC (Micro): 95.61… |
| medical-code-prediction-on-mimic-iv-icd10 | PLM-ICD | #2 | F1 (micro): 73.27F1 (macro): 70.31AUC (Micro): 95.69… |
| medical-code-prediction-on-mimic-iv-icd10 | Joint LAAT | #3 | F1 (micro): 72.85F1 (macro): 68.41AUC (Micro): 95.57… |
| medical-code-prediction-on-mimic-iv-icd10 | LAAT | #4 | F1 (micro): 72.56F1 (macro): 68.15AUC (Micro): 95.49… |
| medical-code-prediction-on-mimic-iv-icd10 | CAML | #5 | F1 (micro): 67.56F1 (macro): 64.30AUC (Micro): 93.18… |
| medical-code-prediction-on-mimic-iv-icd9 | MSMN | #1 | AUC Macro: 95.13AUC Micro: 96.46F1 Macro: 71.85F1 Micro: 75.78… |
| medical-code-prediction-on-mimic-iv-icd9 | PLM-ICD | #2 | AUC Macro: 94.97AUC Micro: 96.41F1 Macro: 71.35F1 Micro: 75.46… |
| medical-code-prediction-on-mimic-iv-icd9 | Joint LAAT | #3 | AUC Macro: 94.92AUC Micro: 96.31F1 Macro: 69.93F1 Micro: 74.33… |
| medical-code-prediction-on-mimic-iv-icd9 | LAAT | #4 | AUC Macro: 94.88AUC Micro: 96.29F1 Macro: 69.99F1 Micro: 74.46… |
| medical-code-prediction-on-mimic-iv-icd9 | CAML | #5 | AUC Macro: 93.07AUC Micro: 94.05F1 Macro: 65.33F1 Micro: 69.23… |
| medical-code-prediction-on-mimic-iv-icd9-full | MSMN | #1 | Macro AUC: 96.79Micro AUC: 99.56F1 Macro: 13.94F1 Micro: 61.15… |
| medical-code-prediction-on-mimic-iv-icd9-full | PLM-ICD | #2 | Macro AUC: 96.61Micro AUC: 99.53F1 Macro: 14.40F1 Micro: 62.45… |
| medical-code-prediction-on-mimic-iv-icd9-full | Joint LAAT | #3 | Macro AUC: 95.57Micro AUC: 99.49F1 Macro: 14.17F1 Micro: 60.37… |
| medical-code-prediction-on-mimic-iv-icd9-full | LAAT | #4 | Macro AUC: 95.18Micro AUC: 99.47F1 Macro: 13.12F1 Micro: 60.31… |
| medical-code-prediction-on-mimic-iv-icd9-full | CAML | #5 | Macro AUC: 93.45Micro AUC: 99.29F1 Macro: 11.06F1 Micro: 57.28… |