ICD Coding on MIMIC-II full (test)
49.1Micro F1JointLAAT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| JointLAAT2020.07 | 49.1 | 87.1 | 97.2 | 6.8 | 65.2 | 55.1 | 39.6 | |
| LAAT2020.07 | 48.6 | 86.8 | 97.3 | 5.9 | 64.9 | 55 | 39.7 | |
| MultiResCNN2020.07 | 46.4 | 85 | 96.8 | 5.2 | 54.4 | — | — | |
| DR-CAML2020.07 | 45.7 | 82.6 | 96.6 | 4.9 | 51.5 | — | — | |
| CAML2020.07 | 44.2 | 82 | 96.6 | 4.8 | 52.3 | — | — | |
| HA-GRU2020.07 | 36.6 | — | — | — | — | — | — | |
| BIGRU2020.07 | 35.9 | 78 | 95.4 | 2.4 | 42 | — | — | |
| CNN2020.07 | 33.2 | 74.2 | 94.1 | 3 | 38.8 | — | — | |
| LR2020.07 | 31.4 | 69 | 93.4 | 2.5 | 42.5 | — | — | |
| SVM2020.07 | 29.3 | — | — | — | — | — | — |