Biomedical Multi-hop Question Answering on MedHopQA
86.75EMCGR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CGRFoundation Model=GPT-5.22026.02 | 86.75 | 89.91 | |
| MedRAGFoundation Model=GPT-5.22026.02 | 75.75 | 84.42 | |
| StructRAGFoundation Model=GPT-5.22026.02 | 71.75 | 79.61 | |
| CGRFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 61.5 | 67.36 | |
| CGRFoundation Model=Qwen2.5-14B-Instruct2026.02 | 61.3 | 67.4 | |
| RAGFoundation Model=GPT-5.22026.02 | 51.25 | 62.61 | |
| MKRAGFoundation Model=GPT-5.22026.02 | 51.25 | 65.56 | |
| CoTFoundation Model=GPT-5.22026.02 | 49.5 | 57.55 | |
| RAGFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 46.75 | 55.17 | |
| RAGFoundation Model=Qwen2.5-14B-Instruct2026.02 | 45.5 | 55.54 | |
| HippoRAG2Foundation Model=GPT-5.22026.02 | 45 | 60.81 | |
| Zero-ShotFoundation Model=Qwen2.5-14B-Instruct2026.02 | 43.2 | 51.14 | |
| CoTFoundation Model=Qwen2.5-14B-Instruct2026.02 | 42.5 | 52.44 | |
| CoTFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 40.5 | 47.82 | |
| HyperGraphRAGFoundation Model=GPT-5.22026.02 | 37.5 | 41.9 | |
| Zero-ShotFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 34.75 | 43.75 | |
| PathRAGFoundation Model=GPT-5.22026.02 | 30 | 34.36 | |
| Zero-ShotFoundation Model=GPT-5.22026.02 | 20.5 | 47.87 |