SOTA Single-hop Question Answering benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
TriviaQA	Dep-Search	EM72	62	3d ago
PopQA	HierSearch	EM61.6	55	3d ago
LoCoMo	ShardMemo	F10.6408	53	3d ago
LoCoMo Single-Hop (test)		F137.9	24	3d ago
MFQA en 16k	DCS	Overall Score23.76	22	3d ago
Qasper	Llama-3-8B-Instruct	Score44.79	22	3d ago
NarrativeQA	DCS	Score23.89	22	3d ago
MFQA en	Llama-3-8B-Instruct with DCS	Score45.83	22	3d ago
PopQA (test)	InfoReasoner-3B	Accuracy44.2	21	3d ago
TriviaQA (test)	InfoReasoner-3B	Accuracy63.4	21	3d ago
NQ (Natural Questions) (test)	InfoReasoner-3B	Accuracy45.3	21	3d ago
SQuAD		F1 Score86.8	21	3d ago
NQ (Natural Questions) in-domain (test)	ARPO	EM31.45	20	3d ago
Factrecall en	LM-infinite	Score31.36	17	3d ago
Loogle SD	DCS	Score45.1	17	3d ago
Natural Questions (NQ) (test)	ProGraph-R1	EM35.94	16	3d ago
Natural Questions	Amber	Accuracy47.8	15	3d ago
Complex-TR ODQA 1.0 (test)	FiD-PIT + Refine	Set Accuracy49	13	3d ago
PopQA out-of-domain	ZeroSearch	Accuracy51.5	9	2d ago
TriviaQA (out-of-domain)	EvolveR	Accuracy63.4	9	2d ago
NQ (in-domain)	SKILLRL	Accuracy45.9	9	2d ago
Natural Questions (NQ)	OWL-8B	Avg@464	9	3d ago
NQ 2019 (test)	CIRAG	F1 Score61.4	8	3d ago
MS MARCO V2	SHINE	Answer F1 Score40.8	6	3d ago
MS MARCO V1	SHINE	F1 Score (Answer)40.7	6	3d ago

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