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Open-domain Question Answering on 2WikiMultiHopQA in-domain

62.6F1 Score

UR2

Updated 1mo ago

Evaluation Results

Method	Links
UR2 2025.08		62.6	65.2
UR2 2025.08		62.6	65.2
R1-Searcher++ 2025.08		61.2	64.4
Vanilla RL 2025.08		61.2	62.4
Vanilla RL 2025.08		61.2	64.2
R1-Searcher++ 2025.08		61.2	64.4
Vanilla RL 2025.08		61.2	62.4
Vanilla RL 2025.08		61.2	64.2
Search-R1 2025.08		61	63.8
Search-R1 2025.08		61	63.8
UR2 2025.08		60.1	63.2
UR2 2025.08		60.1	63.2
R1-Searcher 2025.08		59.6	62.2
R1-Searcher 2025.08		59.6	62.2
R1-Searcher 2025.08		57.9	63.6
R1-Searcher 2025.08		57.9	63.6
UR2 2025.08		55.2	58.6
UR2 2025.08		55.2	58.6
Vanilla RL 2025.08		54.9	58
Vanilla RL 2025.08		54.9	58
Self-Ask 2025.08		52.7	57.4
Search-R1 2025.08		49.5	53.4
Search-R1 2025.08		49.5	53.4
CoT 2025.08		48.6	60.8
Search-o1 2025.08		47.3	52
RAT 2025.08		45.7	49
Search-o1 2025.08		45.2	48.6
Search-o1 2025.08		44.4	60.6
Standard RAG 2025.08		43	45.8
Standard RAG 2025.08		41.3	52.4
ZeroSearch 2025.08		38.4	38.6
ZeroSearch 2025.08		38.4	38.6
Search-o1 2025.08		37.5	38.4
Self-Ask 2025.08		36.9	40
CoT 2025.08		35	35.4
RAT 2025.08		34.1	34.8
Standard RAG 2025.08		32.8	37.6
Standard RAG 2025.08		32.8	37.6
Search-o1 2025.08		30.8	31.8
Standard RAG 2025.08		29.8	30.4
Standard RAG 2025.08		29.8	30.4
Self-Ask 2025.08		27.3	29.8
Standard RAG 2025.08		26.2	26.4
Standard RAG 2025.08		26.2	26.4
Zero-Search 2025.08		26.1	27.6
Zero-Search 2025.08		26.1	27.6
CoT 2025.08		25.1	27.6
CoT 2025.08		25.1	27.6
RAT 2025.08		23.3	23.6
CoT 2025.08		22.7	22.6
CoT 2025.08		22.7	22.6
Self-Ask 2025.08		22.2	45.4
Self-Ask 2025.08		21	28.8
CoT 2025.08		16.4	17.8
CoT 2025.08		16.4	17.8
RAT 2025.08		16.4	15.6
RAT 2025.08		15.1	15.4