Multi-Label Classification on MIMIC-IV-ICD-10-full
Metric: Macro-F1 (higher is better)
Metric: Macro-F1 (higher is better)
| # | Model↕ | Macro-F1▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Joint LAAT | 5.71 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 2 | MSMN | 5.42 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 3 | PLM | 4.9 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 4 | LAAT | 4.47 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 5 | CAML | 4.07 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |