Systematic Review Retrieval-Augmented Generation on SR-RAG
83Nugget coverageDeepSeek-V3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeepSeek-V3Pipeline=SR-RAG2026.01 | 83 | 81.9 | 88.2 | 78.8 | |
| GPT-4oPipeline=SR-RAG2026.01 | 82.5 | 84.2 | 86.2 | 76.2 | |
| DeepSeek-V3Pipeline=w/o HyDE2026.01 | 81.9 | 80.1 | 87.9 | 72.3 | |
| DeepSeek-V3Pipeline=w/o ColBERT2026.01 | 79.8 | 75.2 | 88.4 | 74 | |
| DeepSeek-V3Pipeline=w/o PICO-extended schema2026.01 | 77.4 | 83.4 | 88.6 | 70.1 | |
| Baichuan-M2Pipeline=SR-RAG2026.01 | 74 | 78.5 | 80.6 | 75.5 |