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Single-hop Question Answering on PopQA (test)

44.2Accuracy

InfoReasoner-3B

Updated 4d ago

Evaluation Results

Method	Links
InfoReasoner-3B 2026.01		44.2
InfoReasoner-7B 2026.01		41.6
AutoRefine-7B-Base 2026.01		40.2
Search-R1-3B-Base 2026.01		39
Search-R1-7B-Instruct 2026.01		39
RAG 2026.01		38.7
InForge-3B 2026.01		37.4
Search-R1-7B-Base 2026.01		36.4
Search-R1-3B-Instruct 2026.01		35.4
ReSearch-7B-Instruct 2026.01		35.4
ReasonRAG-7B 2026.01		34.8
AutoRefine-3B-Instruct 2026.01		34.4
AutoRefine-3B-Base 2026.01		27.2
ReSearch-7B-Base 2026.01		27
Search-o1 2026.01		26.2
IRCoT 2026.01		20
R1-Base 2026.01		17.3
R1-Instruct 2026.01		17.1
Direct Generation 2026.01		10.8
SFT 2026.01		10.4
CoT 2026.01		5.4