Medical Code Prediction On Mimic Iv Icd 10 1
Metrics
Macro-AUC
Macro-F1
Micro-AUC
Micro-F1
Precision@8
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Macro-AUC | Macro-F1 | Micro-AUC | Micro-F1 | Precision@8 |
|---|---|---|---|---|---|
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 97.07 | 5.42 | 99.61 | 55.91 | 67.66 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 89.91 | 4.07 | 98.79 | 52.67 | 64.43 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 92.96 | 4.47 | 99.14 | 55.40 | 66,97 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 91.85 | 4.90 | 99.02 | 56.95 | 69.47 |
| mimic-iv-icd-a-new-benchmark-for-extreme-1 | 93.64 | 5.71 | 99.27 | 55.89 | 66.89 |