Multi-Label Classification on MIMIC-IV-ICD9-top50
Metric: F1 Macro (higher is better)
Metric: F1 Macro (higher is better)
| # | Model↕ | F1 Macro▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MSMN | 71.85 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 2 | PLM-ICD | 71.35 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 3 | LAAT | 69.99 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 4 | Joint LAAT | 69.93 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 5 | CAML | 65.33 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |