Medical Reasoning on NEEMRs
46.13RecallRE-MCDF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RE-MCDFBackbone=Qwen2.5-7B-Instruct2026.02 | 46.13 | 42.28 | 44.11 | |
| MindMapBackbone=Qwen2.5-7B-Instruct2026.02 | 45.54 | 41.91 | 43.65 | |
| Graph-CoTBackbone=Qwen2.5-7B-Instruct2026.02 | 45.43 | 41.66 | 43.46 | |
| Sc-CoTBackbone=Qwen2.5-7B-Instruct2026.02 | 44.23 | 30.44 | 36.06 | |
| RE-MCDFBackbone=GLM-4-9B2026.02 | 44.2 | 40.47 | 42.25 | |
| MindMapBackbone=GLM-4-9B2026.02 | 43.54 | 40.22 | 41.82 | |
| ToTBackbone=Qwen2.5-7B-Instruct2026.02 | 42.23 | 38.68 | 40.38 | |
| Graph-CoTBackbone=GLM-4-9B2026.02 | 42.07 | 38.78 | 40.36 | |
| MedIKALBackbone=Qwen2.5-7B-Instruct2026.02 | 41.32 | 41.63 | 41.47 | |
| CoTBackbone=GLM-4-9B2026.02 | 41.29 | 39.5 | 40.37 | |
| ICPBackbone=Qwen2.5-7B-Instruct2026.02 | 40.96 | 37.87 | 39.36 | |
| MedIKALBackbone=GLM-4-9B2026.02 | 40.71 | 39.45 | 40.07 | |
| KG-RankBackbone=GLM-4-9B2026.02 | 40 | 33.33 | 36.36 | |
| ToTBackbone=GLM-4-9B2026.02 | 39.94 | 36.71 | 38.26 | |
| Sc-CoTBackbone=GLM-4-9B2026.02 | 39.58 | 35.19 | 37.25 | |
| KG-RankBackbone=Qwen2.5-7B-Instruct2026.02 | 38.34 | 35.22 | 36.71 | |
| CoTBackbone=Qwen2.5-7B-Instruct2026.02 | 37.8 | 39.03 | 38.4 | |
| ICPBackbone=GLM-4-9B2026.02 | 37.25 | 36.78 | 37.01 | |
| MAGICBackbone=GLM-4-9B2026.02 | 36.67 | 36.67 | 36.67 | |
| KERAPBackbone=GLM-4-9B2026.02 | 36.25 | 38.78 | 37.47 | |
| MAGICBackbone=Qwen2.5-7B-Instruct2026.02 | 35.61 | 33.32 | 34.42 | |
| KERAPBackbone=Qwen2.5-7B-Instruct2026.02 | 33.87 | 40.32 | 36.81 |