Multi-hop Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
2WikiMultiHopQA	SynPlanResearch-R1	EM82.1	559	13d ago
HotpotQA (test)		F180.79	311	17h ago
HotpotQA	SAFE	F1 Score77.4	294	1mo ago
2WikiMultiHopQA (test)	CJ	EM73.9	226	1d ago
2Wiki	G-reasoner	Exact Match74.9	215	25d ago
Musique	INSES + Router	EM46	209	22h ago
2WikiMQA	CIRAG	F1 Score76.4	161	8d ago
HotpotQA	Tree-GRPO	Exact Match (EM)50.2	150	13d ago
Bamboogle	EvalAct	Exact Match56	128	1mo ago
MuSiQue (test)	SEARCH-R	F155.68	128	17h ago
LoCoMo	Membox	F148.35	125	7d ago
Bamboogle (test)	Workflow-R1-Search	EM57.6	98	1mo ago
HotpotQA	CIRAG	F174.9	79	3mo ago
Multi-hop RAG	IndexLM-4B	F186.07	77	1mo ago
2WikiMHQA	CRAFT7B	F1 Score85.56	73	1mo ago
HotpotQA	INSES + Router	LLM Judge Score80	72	22h ago
2WikiMultiHopQA Out-Of-Distribution (OOD)	QwenLong-L1-32B	Accuracy74.2	72	3mo ago
2WikiQA (test)	MultiCube-RAG	F174.3	71	21d ago
HotpotQA	SD-Search-Instruct	Exact Match (EM)47.1	66	14d ago
HotpotQA fullwiki setting (test)	IDRQA	Answer F175.9	64	3mo ago
Bamboogle	TC+FM*	Accuracy75.2	62	2mo ago
Multi-Hop QA (HotpotQA, 2Wiki, Musique, Bamboogle) (test)	JADE	HotpotQA Score57.02	60	6d ago
MuSiQue	EvalAct	Exact Match (EM)25.3	58	1mo ago
Bamboogle	SD-Search-Instruct	Exact Match (EM)54.4	55	13d ago
HotPotQA		CoT Match Rate100	54	2mo ago

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