List your company
ResearchFormerly WizWand

Multi-hop Question Answering on MoreHopQA (test)

53.4AccuracyThinkGR
39.25642.92846.650.272May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ThinkGRRetrieval Strategy Category=Our Method, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0553.4
ITER-RETGENRetrieval Strategy Category=LLM-Driven Multi-Step Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0552.42
R3-RAGRetrieval Strategy Category=LLM-Driven Multi-Step Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0551.34
GritHopperRetrieval Strategy Category=Reasoning-Augmented Dense Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0548.66
IRCoTRetrieval Strategy Category=LLM-Driven Multi-Step Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0546.78
RT-RAGRetrieval Strategy Category=LLM-Driven Multi-Step Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0544.44
Auto-RAGRetrieval Strategy Category=LLM-Driven Multi-Step Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0541.68
SelfaskRetrieval Strategy Category=LLM-Driven Multi-Step Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0540.43
MDRRetrieval Strategy Category=Reasoning-Augmented Dense Retrieval, Answer LLM (Judge LLM)=Llama-3.3-70B-Instruct2026.0539.8