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Multi-Hop Question Answering on 2Wiki (out-of-domain)

47.6Accuracy

ReSearch-7B-Instruct

Updated 1mo ago

Evaluation Results

Method	Links
ReSearch-7B-Instruct 2025.10		47.6
ReSearch-7B-Base 2025.10		44.7
EM+Info-Think 2025.10		42.3
EvolveR 2026.02		42
EM+Think-Ans 2025.10		42
EM+Info-Think+Think-Ans 2025.10		41.9
Search-R1-7B-Base-PPO w/ Format 2025.10		41.2
SKILLRL 2026.02		40.3
Search-R1 2026.02		40.1
Search-R1-7B-Base-PPO 2025.10		38.2
DeSA-7B-Instrct-GRPO 2025.10		37.4
StepSearch 2026.02		36.6
DeSA-3B-Instruct-GRPO 2025.10		36.3
ZeroSearch 2026.02		35.2
Rejection Sampling 2025.10		29.6
R1-instruct 2025.10		29.2
R1-Instruct 2026.02		27.5
R1-base 2025.10		27.3
Search-o1 2026.02		27
SFT 2025.10		25.9
Direct Inference 2025.10		25
RAG 2025.10		23.5
RAG 2026.02		23.2
CoT 2026.02		22.6
Qwen2.5 2026.02		22.2
Search-o1 2025.10		17.6
IRCoT 2025.10		14.9
CoT 2025.10		11.1