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SotA/Methodology/Multi-Label Classification/MIMIC-IV-ICD9-full

Multi-Label Classification on MIMIC-IV-ICD9-full

Metric: Macro AUC (higher is better)

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#Model↕Macro AUC▼AugmentationsPaperDate↕Code
1MSMN96.79NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
2PLM-ICD96.61NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
3Joint LAAT95.57NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
4LAAT95.18NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
5CAML93.45NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code