Medical Question Answering on GenMedGPT-5k
79.36BERTScore PrecisionMindMap
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MindMap2023.08 | 79.36 | 79.77 | 79.54 | 1.8725 | 60.7 | |
| KG Retrieverbackbone=gpt-3.5-turbo-06132023.08 | 77.17 | 80.3 | 78.68 | 3.4159 | 58.71 | |
| BM25 Retrieverbackbone=gpt-3.5-turbo-06132023.08 | 76.93 | 79.81 | 78.31 | 3.5546 | 58.34 | |
| Embedding Retrieverbackbone=gpt-3.5-turbo-06132023.08 | 76.9 | 80.38 | 78.57 | 3.1232 | 58.86 | |
| GPT42023.08 | 76.89 | 78.93 | 77.86 | 4.1764 | 55.77 | |
| GPT-3.52023.08 | 76.12 | 80.03 | 78 | 4.8571 | 55.63 | |
| Tree-of-thought(TOT)2023.08 | 72.02 | 79.49 | 75.54 | — | 54.83 |