Biomedical Multi-hop Question Answering on CondMedQA
82EMCGR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CGRFoundation Model=GPT-5.22026.02 | 82 | 86.67 | |
| CGRFoundation Model=GPT-5.22026.02 | 80 | 85.44 | |
| MedRAGFoundation Model=GPT-5.22026.02 | 74.29 | 89.31 | |
| StructRAGFoundation Model=GPT-5.22026.02 | 65.71 | 78.57 | |
| MKRAGFoundation Model=GPT-5.22026.02 | 62.86 | 79.33 | |
| StructRAGFoundation Model=GPT-5.22026.02 | 62 | 71.22 | |
| MKRAGFoundation Model=GPT-5.22026.02 | 60 | 71.14 | |
| HyperGraphRAGFoundation Model=GPT-5.22026.02 | 57 | 64.48 | |
| MedRAGFoundation Model=GPT-5.22026.02 | 57 | 70.52 | |
| CGRFoundation Model=Qwen2.5-14B-Instruct2026.02 | 55 | 64.47 | |
| HyperGraphRAGFoundation Model=GPT-5.22026.02 | 54.29 | 65.24 | |
| PathRAGFoundation Model=GPT-5.22026.02 | 53 | 66.54 | |
| CGRFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 52 | 54.17 | |
| CGRFoundation Model=Qwen2.5-14B-Instruct2026.02 | 51.43 | 54.11 | |
| CoTFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 50 | 58.67 | |
| CoTFoundation Model=GPT-5.22026.02 | 50 | 59.38 | |
| CoTFoundation Model=Qwen2.5-14B-Instruct2026.02 | 49 | 53.5 | |
| HippoRAG2Foundation Model=GPT-5.22026.02 | 48.57 | 72.82 | |
| CGRFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 48.57 | 50.48 | |
| RAGFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 47 | 52.36 | |
| HippoRAG2Foundation Model=GPT-5.22026.02 | 46 | 67.56 | |
| RAGFoundation Model=GPT-5.22026.02 | 45.71 | 55.04 | |
| RAGFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 45.71 | 50.09 | |
| RAGFoundation Model=GPT-5.22026.02 | 44 | 52.36 | |
| RAGFoundation Model=Qwen2.5-14B-Instruct2026.02 | 44 | 52.01 | |
| PathRAGFoundation Model=GPT-5.22026.02 | 42.86 | 54.07 | |
| RAGFoundation Model=Qwen2.5-14B-Instruct2026.02 | 42.86 | 50.19 | |
| CoTFoundation Model=GPT-5.22026.02 | 40 | 52.81 | |
| CoTFoundation Model=Qwen2.5-14B-Instruct2026.02 | 37.14 | 46.24 | |
| Zero-ShotFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 37.14 | 48.78 | |
| CoTFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 37.14 | 48.16 | |
| Zero-ShotFoundation Model=Qwen2.5-14B-Instruct2026.02 | 34.29 | 43.09 | |
| Zero-ShotFoundation Model=Qwen2.5-14B-Instruct2026.02 | 34 | 39.04 | |
| Zero-ShotFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 30 | 36.17 | |
| Zero-ShotFoundation Model=GPT-5.22026.02 | 28.27 | 53.52 | |
| Zero-ShotFoundation Model=GPT-5.22026.02 | 22 | 41.29 |