Medical Code Prediction On Mimic Iv Icd10
평가 지표
AUC (Macro)
AUC (Micro)
F1 (macro)
F1 (micro)
Precision@5
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | AUC (Macro) | AUC (Micro) | F1 (macro) | F1 (micro) | Precision@5 |
|---|---|---|---|---|---|
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 93.39 | 95.57 | 68.41 | 72.85 | 64.49 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 91.05 | 93.18 | 64.30 | 67.56 | 59.58 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 93.21 | 95.49 | 68.15 | 72.56 | 64.39 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 93.60 | 95.61 | 69.01 | 74.15 | 65.16 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 93.37 | 95.69 | 70.31 | 73.27 | 64.57 |