Multi-Label Classification on MIMIC-IV-ICD9-full
Metric: Macro AUC (higher is better)
Metric: Macro AUC (higher is better)
| # | Model↕ | Macro AUC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MSMN | 96.79 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 2 | PLM-ICD | 96.61 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 3 | Joint LAAT | 95.57 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 4 | LAAT | 95.18 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |
| 5 | CAML | 93.45 | No | Mimic-IV-ICD: A new benchmark for eXtreme MultiL... | 2023-04-27 | Code |