Overall Diagnosis Prediction on MIMIC-III 5% (train)
51.73Precision@10 (Visit-Level)EviCare
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EviCareBackbone=BoxLM2026.04 | 51.73 | 55.05 | 36.44 | 52.26 | |
| EviCareBackbone=RETAIN2026.04 | 49.66 | 52.4 | 35.11 | 50.1 | |
| Qwen32026.04 | 47.03 | 48.61 | 32.73 | 46.1 | |
| BoxLM2026.04 | 45.44 | 51.46 | 32.21 | 49.21 | |
| LLaMA3.12026.04 | 41.19 | 42.06 | 30.46 | 39.88 | |
| BoxCare2026.04 | 39.91 | 46.08 | 28.53 | 44.8 | |
| CGL2026.04 | 38.98 | 45.98 | 28.06 | 44.89 | |
| RETAIN2026.04 | 38.69 | 45.62 | 27.68 | 44.15 | |
| TRANS2026.04 | 38.6 | 45.77 | 27.56 | 44.29 | |
| StageNet2026.04 | 35.7 | 43.59 | 25.71 | 42.83 | |
| HiTANet2026.04 | 34.94 | 43.88 | 25.25 | 43.1 |