Multi-hop Retrieval Latency on Musique
0.05Latency (s/query)MDR
Evaluation Results
| Method | Links | |
|---|---|---|
| MDRRetrieval Strategy=Reasoning-Augmented Dense Retrieval2026.05 | 0.05 | |
| R3-RAGRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 1.21 | |
| GritHopperRetrieval Strategy=Reasoning-Augmented Dense Retrieval2026.05 | 1.36 | |
| ThinkGRRetrieval Strategy=Our Method2026.05 | 1.38 | |
| Auto-RAGRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 5.22 | |
| IRCoTRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 8.66 | |
| SelfaskRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 28.9 | |
| ITER-RETGENRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 51.55 | |
| RT-RAGRetrieval Strategy=LLM-Driven Multi-Step Retrieval2026.05 | 85.72 |