Multi-Label Classification on MIMIC-IV-ICD10-top50
Metric: F1 (macro) (higher is better)
Metric: F1 (macro) (higher is better)
| # | Model↕ | F1 (macro)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PLM-ICD | 70.31 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 2 | MSMN | 69.01 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 3 | Joint LAAT | 68.41 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 4 | LAAT | 68.15 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 5 | CAML | 64.3 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |