ICD code prediction on EHR dataset ICD-10 codes (test)
90.77AUPRC (T2D)Ground Truth
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Ground Truth2026.02 | 90.77 | 58.4 | 73.63 | 71.59 | 80.03 | 44.77 | 48.76 | |
| D2Impute-T2026.02 | 79.73 | 42.74 | 48.47 | 60.07 | 63.85 | 32.96 | 39.36 | |
| D2Impute2026.02 | 79.35 | 42.11 | 47.81 | 59.55 | 63.05 | 32.39 | 39.05 | |
| MLP-T2026.02 | 79.04 | 41.59 | 47.93 | 58.79 | 62.75 | 32.23 | 38.87 | |
| CDAE2026.02 | 78.74 | 41.45 | 47.64 | 58.83 | 62.51 | 32.11 | 38.62 | |
| MLP2026.02 | 78.71 | 41.32 | 47.69 | 58.55 | 62.28 | 32.02 | 38.59 | |
| DAE2026.02 | 78.66 | 41.38 | 47.67 | 58.71 | 62.41 | 32.07 | 38.67 | |
| D12026.02 | 78.47 | 40.85 | 47.26 | 58.08 | 61.9 | 32.29 | 38.13 | |
| k-NN2026.02 | 78.36 | 41.09 | 47.42 | 58.31 | 61.94 | 32.23 | 38.23 | |
| softImpute2026.02 | 77.28 | 40.06 | 46.43 | 58.15 | 61.78 | 32.46 | 37.89 |