Biomedical Multi-hop Question Answering on BioASQ-B
40.6EMCGR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CGRFoundation Model=GPT-5.22026.02 | 40.6 | 57.99 | |
| CGRFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 35.8 | 47.21 | |
| MedRAGFoundation Model=GPT-5.22026.02 | 35.4 | 55.51 | |
| CGRFoundation Model=Qwen2.5-14B-Instruct2026.02 | 34.6 | 44.08 | |
| RAGFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 33.4 | 53.66 | |
| RAGFoundation Model=GPT-5.22026.02 | 31.8 | 54.8 | |
| StructRAGFoundation Model=GPT-5.22026.02 | 31.8 | 55.07 | |
| RAGFoundation Model=Qwen2.5-14B-Instruct2026.02 | 31.8 | 47.81 | |
| MKRAGFoundation Model=GPT-5.22026.02 | 28.8 | 55.35 | |
| HyperGraphRAGFoundation Model=GPT-5.22026.02 | 28.6 | 54.44 | |
| CoTFoundation Model=GPT-5.22026.02 | 25.6 | 47.81 | |
| PathRAGFoundation Model=GPT-5.22026.02 | 24.55 | 51.04 | |
| HippoRAG2Foundation Model=GPT-5.22026.02 | 22.6 | 43.57 | |
| CoTFoundation Model=Qwen2.5-14B-Instruct2026.02 | 20.8 | 34.88 | |
| CoTFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 18.4 | 32.01 | |
| Zero-ShotFoundation Model=Qwen2.5-14B-Instruct2026.02 | 15.8 | 33.44 | |
| Zero-ShotFoundation Model=LLaMA-3.1-8B-Instruct2026.02 | 15.6 | 35.07 | |
| Zero-ShotFoundation Model=GPT-5.22026.02 | 13 | 40.21 |