Novel Diagnosis Prediction on MIMIC-IV 5% (train)
12.17Visit-Level Precision@5EviCare
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EviCareBackbone=BoxLM2026.04 | 12.17 | 16.88 | 8.84 | 15.44 | |
| EviCareBackbone=RETAIN2026.04 | 11.87 | 16.24 | 8.82 | 15.41 | |
| TRANS2026.04 | 9.03 | 14.35 | 6.31 | 12.32 | |
| BoxLM2026.04 | 8.35 | 15.08 | 5.57 | 12.12 | |
| RETAIN2026.04 | 8.12 | 14.03 | 5.71 | 12.14 | |
| BoxCare2026.04 | 8.09 | 14.21 | 5.21 | 11.81 | |
| CGL2026.04 | 8.02 | 14.54 | 5.08 | 11.71 | |
| StageNet2026.04 | 7.81 | 13.1 | 5.38 | 11.2 | |
| HiTANet2026.04 | 7.43 | 10.88 | 5.09 | 9.24 | |
| LLaMA3.12026.04 | 5.29 | 6.13 | 4.46 | 7.31 | |
| Qwen32026.04 | 5.14 | 6.36 | 4.36 | 7.53 |