Novel Diagnosis Prediction on MIMIC-III 5% (train)
21.54Visit-Level Precision@5EviCare
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EviCareBackbone=BoxLM2026.04 | 21.54 | 24.41 | 14.48 | 22.05 | |
| EviCareBackbone=RETAIN2026.04 | 21.32 | 23.59 | 14.26 | 21.83 | |
| CGL2026.04 | 14.24 | 20.39 | 9.64 | 19.1 | |
| StageNet2026.04 | 12.91 | 20.39 | 8.76 | 19.27 | |
| HiTANet2026.04 | 12.9 | 19.61 | 8.71 | 18.79 | |
| TRANS2026.04 | 12.14 | 18.39 | 8.17 | 17.03 | |
| BoxCare2026.04 | 11.57 | 17.56 | 7.8 | 16.68 | |
| RETAIN2026.04 | 10.14 | 16.41 | 6.95 | 15.5 | |
| BoxLM2026.04 | 9.79 | 16.51 | 6.47 | 15.31 | |
| LLaMA3.12026.04 | 1.01 | 2.22 | 0.43 | 2.19 | |
| Qwen32026.04 | 0.65 | 2.76 | 0.68 | 2.54 |