Multi-hop Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
2WikiMultiHopQA	SynPlanResearch-R1	EM82.1	387	4d ago
HotpotQA	SAFE	F1 Score77.4	294	3d ago
HotpotQA (test)		F180.79	255	3d ago
2WikiMultiHopQA (test)	CJ	EM73.9	195	3d ago
Musique	INSES + Router	EM46	185	1mo ago
2WikiMQA	CIRAG	F1 Score76.4	161	2d ago
2Wiki	G-reasoner	Exact Match74.9	152	3d ago
Bamboogle	EvalAct	Exact Match56	128	8d ago
HotpotQA	Tree-GRPO	Exact Match (EM)50.2	117	8d ago
MuSiQue (test)	MultiCube-RAG	F150.9	111	1mo ago
Bamboogle (test)	Workflow-R1-Search	EM57.6	84	16d ago
HotpotQA	CIRAG	F174.9	79	1mo ago
Multi-hop RAG	IndexLM-4B	F186.07	77	4d ago
2WikiMHQA	CRAFT7B	F1 Score85.56	73	8d ago
2WikiMultiHopQA Out-Of-Distribution (OOD)	QwenLong-L1-32B	Accuracy74.2	72	1mo ago
LoCoMo	Membox	F148.35	67	1mo ago
HotpotQA fullwiki setting (test)	IDRQA	Answer F175.9	64	1mo ago
Bamboogle	TC+FM*	Accuracy75.2	62	1mo ago
MuSiQue	EvalAct	Exact Match (EM)25.3	58	8d ago
HotPotQA		CoT Match Rate100	54	1mo ago
Bamboogle	SynPlanResearch-R1	EM78.4	51	1mo ago
HotpotQA	ACPS	F175.97	48	1mo ago
Multi-Hop QA (HotpotQA, 2Wiki, Musique, Bamboogle)	SLEA-RL	HotpotQA Score59.8	48	29d ago
Multi-Hop QA (HotpotQA, 2Wiki, Musique, Bamboogle) (test)	JADE	HotpotQA Score57.02	44	1mo ago
HotpotQA (dev)	SEQGRAPH	Answer F181.62	43	1mo ago

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