Query Rewriting & QA on 2Wiki BM25
33.6F1Plan&Generation
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Plan&GenerationModel Category=Chain of Models2025.02 | 33.6 | — | |
| FTHSSModel Category=Streamlining2025.02 | 31.9 | — | |
| Rewrite&QAMethod Category=Chain of Models, Base Model=Llama-3-8B2025.02 | 30.2 | 24.4 | |
| FTHSSMethod Category=Streamlining, Base Model=Llama-3-8B2025.02 | 29.9 | 24 | |
| Prompt TuningMethod Category=Single Model, Base Model=Llama-3-8B2025.02 | 27.4 | 20.6 | |
| Prompt TuningModel Category=Single Model2025.02 | 27.4 | — | |
| DistillMethod Category=Streamlining, Base Model=Llama-3-8B2025.02 | 23.9 | 18 | |
| DistillModel Category=Streamlining2025.02 | 23.1 | — | |
| Standard RAGMethod Category=Single Model, Base Model=Llama-3-8B2025.02 | 21.6 | 14.4 | |
| Standard RAGModel Category=Single Model2025.02 | 21.6 | — | |
| NativeMethod Category=Single Model, Base Model=Llama-3-8B2025.02 | 21.4 | 13.8 | |
| NativeModel Category=Single Model2025.02 | 21.4 | — |