Medical Code Prediction On Mimic Iv Icd10
Metrics
AUC (Macro)
AUC (Micro)
F1 (macro)
F1 (micro)
Precision@5
Results
Performance results of various models on this benchmark
Model Name | AUC (Macro) | AUC (Micro) | F1 (macro) | F1 (micro) | Precision@5 | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| Joint LAAT | 93.39 | 95.57 | 68.41 | 72.85 | 64.49 | Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification | |
| CAML | 91.05 | 93.18 | 64.30 | 67.56 | 59.58 | Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification | |
| LAAT | 93.21 | 95.49 | 68.15 | 72.56 | 64.39 | Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification | |
| MSMN | 93.60 | 95.61 | 69.01 | 74.15 | 65.16 | Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification | |
| PLM-ICD | 93.37 | 95.69 | 70.31 | 73.27 | 64.57 | Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification |
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