ICU Transfer 12h prediction on MIMIC-IV-ED
90.99Macro F1 ScoreDiff-Joint
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diff-JointRatio=102026.06 | 90.99 | 99.65 | 87.81 | 97.32 | |
| Diff-JointRatio=202026.06 | 90.65 | 99.54 | 87.41 | 97.2 | |
| Diff-JointRatio=302026.06 | 88.91 | 99.63 | 84.71 | 97.32 | |
| Diff-JointRatio=402026.06 | 85.09 | 99.37 | 79.42 | 96.43 | |
| Mean/ModeRatio=202026.06 | 53.25 | 74.85 | 37.31 | 88.74 | |
| Mean/ModeRatio=302026.06 | 51.72 | 76.17 | 35.17 | 88.52 | |
| Mean/ModeRatio=102026.06 | 51.66 | 76.88 | 34.71 | 88.71 | |
| Mean/ModeRatio=402026.06 | 50.38 | 76.49 | 33.31 | 88.22 | |
| CACTIRatio=202026.06 | 49.03 | 80.34 | 30.62 | 88.35 | |
| missForestRatio=402026.06 | 48.52 | 77.94 | 29.17 | 89.35 | |
| DiffPuterRatio=202026.06 | 48.51 | 79.88 | 29.96 | 88.11 | |
| CACTIRatio=102026.06 | 48.11 | 80.77 | 28.99 | 88.48 | |
| CACTIRatio=402026.06 | 48.03 | 81.03 | 28.69 | 88.72 | |
| DiffPuterRatio=102026.06 | 47.64 | 80.21 | 28.42 | 88.19 | |
| DiffPuterRatio=402026.06 | 47.41 | 80.46 | 28.02 | 88.39 | |
| CACTIRatio=302026.06 | 47.32 | 79.84 | 27.7 | 88.38 | |
| missForestRatio=202026.06 | 46.94 | 77.59 | 27.07 | 88.32 | |
| missForestRatio=302026.06 | 46.92 | 78.63 | 27.06 | 88.31 | |
| DiffPuterRatio=302026.06 | 46.88 | 79.31 | 27.21 | 88.06 | |
| missForestRatio=102026.06 | 46.79 | 77.55 | 26.73 | 88.46 |