Question Answering Speedup Ratios on 2WikiMultihopQA
3.57Prefilling Speedup RatioDRAGIN+IDR2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DRAGIN+IDR2LLM=Vicuna-13B2025.05 | 3.57 | 2.81 | 2.55 | |
| DRAGIN+IDR2LLM=Llama2-7B2025.05 | 3.34 | 2.77 | 2.52 | |
| DRAGIN+IDR2LLM=Llama2-13B2025.05 | 3.25 | 3.21 | 2.61 | |
| FLARE+IDR2LLM=Llama2-7B2025.05 | 2.81 | 2.74 | 2.6 | |
| FL-RAG+IDR2LLM=Llama2-7B2025.05 | 2.23 | 2.27 | 1.85 | |
| FS-RAG+IDR2LLM=Vicuna-13B2025.05 | 2.23 | 2.31 | 1.75 | |
| FL-RAG+IDR2LLM=Llama2-13B2025.05 | 2.12 | 2.36 | 1.64 | |
| FS-RAG+IDR2LLM=Llama2-13B2025.05 | 2.11 | 2.47 | 1.79 | |
| FL-RAG+IDR2LLM=Vicuna-13B2025.05 | 2.05 | 2.25 | 1.6 | |
| FS-RAG+IDR2LLM=Llama2-7B2025.05 | 2.04 | 2.64 | 2.32 | |
| FLARE+IDR2LLM=Vicuna-13B2025.05 | 2.04 | 2.14 | 2.06 | |
| FLARE+IDR2LLM=Llama2-13B2025.05 | 1.98 | 2.24 | 2.16 |