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SotA/Methodology/Multi-Label Classification/MIMIC-IV-ICD-10-full

Multi-Label Classification on MIMIC-IV-ICD-10-full

Metric: Macro-AUC (higher is better)

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#Model↕Macro-AUC▼AugmentationsPaperDate↕Code
1MSMN97.07NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
2Joint LAAT93.64NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
3LAAT92.96NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
4PLM91.85NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
5CAML89.91NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code