ICD-10 Code Prediction on D2 noisy (test)
93.86AUPRC (Z37)Ground Truth
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground Truth2026.02 | 93.86 | — | — | — | — | — | — | — | 90.29 | 89.15 | 82.5 | 78.06 | 79.38 | 94.81 | 93.62 | |
| D2Impute-T2026.02 | 93.44 | — | — | — | — | — | — | — | 89.64 | 87.93 | 79.86 | 76.61 | 76.5 | 94.4 | 92.77 | |
| D2Impute2026.02 | 93.41 | — | — | — | — | — | — | — | 89.6 | 87.88 | 79.79 | 76.34 | 76.42 | 94.48 | 92.78 | |
| MLP-T2026.02 | 92.78 | — | — | — | — | — | — | — | 89.49 | 87.76 | 78.95 | 76.41 | 75.84 | 94.11 | 91.75 | |
| CDAE2026.02 | 92.61 | — | — | — | — | — | — | — | 89.37 | 87.56 | 78.79 | 76.28 | 75.74 | 93.96 | 91.55 | |
| DAE2026.02 | 92.54 | — | — | — | — | — | — | — | 89.32 | 87.49 | 78.65 | 76.21 | 75.56 | 93.87 | 91.34 | |
| MLP2026.02 | 92.43 | — | — | — | — | — | — | — | 89.44 | 87.44 | 78.54 | 76.26 | 75.47 | 93.99 | 91.1 | |
| D22026.02 | 91.98 | — | — | — | — | — | — | — | 89.36 | 87.11 | 78.28 | 75.92 | 75.2 | 93.95 | 90.91 | |
| k-NN2026.02 | 90.22 | — | — | — | — | — | — | — | 88.84 | 86.78 | 77.83 | 76.14 | 74.62 | 92.75 | 90.68 | |
| softImpute2026.02 | 89.74 | — | — | — | — | — | — | — | 87.25 | 86.33 | 76.44 | 73.18 | 74.46 | 90.16 | 88.17 | |
| CDAE2026.02 | — | 88.87 | 56.01 | 71.72 | 68.24 | 76.35 | 43.41 | 46.03 | — | — | — | — | — | — | — | |
| D22026.02 | — | 88.71 | 55.38 | 71.77 | 67.24 | 76.02 | 41.87 | 45.07 | — | — | — | — | — | — | — | |
| D2Impute2026.02 | — | 89.36 | 57.32 | 72.37 | 69.75 | 78.11 | 44.51 | 47.31 | — | — | — | — | — | — | — | |
| D2Impute-T2026.02 | — | 89.22 | 57.49 | 72.45 | 69.99 | 77.95 | 44.5 | 47.07 | — | — | — | — | — | — | — | |
| DAE2026.02 | — | 88.79 | 55.97 | 71.76 | 68.06 | 76.24 | 43.38 | 45.92 | — | — | — | — | — | — | — | |
| Ground Truth2026.02 | — | 90.77 | 58.4 | 73.63 | 71.59 | 80.03 | 44.77 | 48.76 | — | — | — | — | — | — | — | |
| k-NN2026.02 | — | 88.16 | 54.95 | 71.21 | 66.88 | 75.17 | 40.83 | 44.26 | — | — | — | — | — | — | — | |
| MLP2026.02 | — | 88.82 | 55.88 | 71.69 | 67.82 | 76.11 | 43.49 | 45.78 | — | — | — | — | — | — | — | |
| MLP-T2026.02 | — | 89.04 | 56.31 | 71.95 | 68.14 | 76.53 | 43.72 | 46.11 | — | — | — | — | — | — | — | |
| softImpute2026.02 | — | 86.98 | 54.62 | 70.06 | 66.13 | 74.06 | 40.14 | 43.29 | — | — | — | — | — | — | — |