Knowledge Base Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
WebQSP (test)	FRAG	Hit@188.6	145	1mo ago
WebQSP Freebase (test)	RPO-RAG	Hits@189.9	60	25d ago
CWQ (test)	ChatKBQA	F1 Score81.3	42	1mo ago
CWQ Freebase (test)	ChatKBQA	Hits@186	38	25d ago
WebQSP → GrailQA-Tech (test)	FuSIC-KBQA	F1 Score74.6	36	1mo ago
GrailQA v1.0 (test)	RetinaQA	Overall EM77.45	33	1mo ago
CWQ (ComplexWebQuestions)	GraSP	Hits@1 Accuracy82.6	32	3d ago
GrailQA		Hits@189.3	31	3d ago
LC-QuAD 1.0 (test)	HGNet	F1 Score78.1	28	1mo ago
MetaQA 1hop	T5-small+prolog	Hits@1100	28	1mo ago
GrailQAbility answerable 1.0 (test)	RetinaQA	F1 (L)81.22	27	1mo ago
GrailQA (test)	Pangu (T5-base)	F191.76	27	1mo ago
WebQSP	KG-Reasoner	Hits@193.15	25	3d ago
WebQuestion	KG-Reasoner	Hits@186.02	24	3d ago
WebQSP → GraphQA-Pop (test)	FUn-FuSIC(sc)	F167	20	1mo ago
GrailQAbility unanswerable 1.0 (test)	RetinaQA	F1 (L)94.21	19	1mo ago
GraphQ (test)	DARA (w/Mistral-7B)	F169.47	19	1mo ago
CWQ	ChatGPT	Answer F151.74	18	1mo ago
GrailQA 500-sample (dev)		F1 Score84.7	18	1mo ago
WebQSP v1 (test)	Pangu	F1 Score79.6	16	1mo ago
WebQuestion Freebase (test)		Hits@1 Accuracy81.02	15	25d ago
Creak WikiData (test)	KG-Hopper w/Qwen-2.5-7B	Hits@191.82	14	25d ago
T-REx WikiData (test)	KG-Hopper w/Qwen-2.5-7B	Hits@172.14	14	25d ago
QALD en Freebase 10 (test)	KG-Hopper w/Qwen-2.5-7B	Hits@174.28	14	25d ago
GrailQA Freebase (test)		Hits@160	14	25d ago

Showing 25 of 61 rows