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

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

Metric: Micro-F1 (higher is better)

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#Model↕Micro-F1▼AugmentationsPaperDate↕Code
1PLM56.95NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
2MSMN55.91NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
3Joint LAAT55.89NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
4LAAT55.4NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code
5CAML52.67NoMimic-IV-ICD: A new benchmark for eXtreme MultiL...2023-04-27Code