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Multi-Hop Question Answering on HotpotQA (token-level F1)

62.6Token-level F1

Oracle

Updated 1mo ago

Evaluation Results

Method	Links
Oracle 2026.04		62.6
COSEARCH 2026.04		59.5
Oracle 2026.04		58.9
Fixed Ranker 2026.04		57.8
Search-R1 2026.04		57.6
ZeroSearch 2026.04		57.5
Retrieval Only 2026.04		57.2
COSEARCH 2026.04		47.8
Fixed Ranker 2026.04		47.4
ZeroSearch 2026.04		45.5
Retrieval Only 2026.04		45.4
Search-R1 2026.04		45
RAG 2026.04		37.1
RAG 2026.04		37.1
Search-o1 2026.04		31.6
Direct Inference 2026.04		29.2
CoT 2026.04		24.4
Search-o1 2026.04		22.5
Direct Inference 2026.04		20.2
CoT 2026.04		19.7