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SotA/Methodology/Multi-Label Classification/MIMIC-IV-ICD10-top50

Multi-Label Classification on MIMIC-IV-ICD10-top50

Metric: F1 (micro) (higher is better)

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#Model↕F1 (micro)▼AugmentationsPaperDate↕Code
1MSMN74.15NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
2PLM-ICD73.27NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
3Joint LAAT72.85NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
4LAAT72.56NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
5CAML67.56NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code