Multi-Label Classification on MIMIC-IV-ICD10-top50
Metric: F1 (micro) (higher is better)
Metric: F1 (micro) (higher is better)
| # | Model↕ | F1 (micro)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MSMN | 74.15 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 2 | PLM-ICD | 73.27 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 3 | Joint LAAT | 72.85 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 4 | LAAT | 72.56 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 5 | CAML | 67.56 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |