Multi-hop Retrieval Latency on 2WikiMultihopQA
0.06Latency (s/query)MDR
Evaluation results
| Method | Links | |
|---|---|---|
| MDRRetrieval Strategy=Reasoning-Augmented Dense Retrieval2026.05 | 0.06 | |
| ThinkGRRetrieval Strategy=Our Method2026.05 | 0.6 | |
| R3-RAGRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 1.36 | |
| GritHopperRetrieval Strategy=Reasoning-Augmented Dense Retrieval2026.05 | 3.53 | |
| Auto-RAGRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 6.74 | |
| IRCoTRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 9.66 | |
| SelfaskRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 33.88 | |
| RT-RAGRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 39.89 | |
| ITER-RETGENRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 45.82 |