Knowledge Base Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
WebQSP (test)	FRAG	Hit@188.6	145	1d ago
WebQSP Freebase (test)	RPO-RAG	Hits@189.9	60	23h ago
WebQSP	Logits-to-Logic	Hits@196	53	1d ago
GrailQA Freebase (test)	SoG	Hits@186.9	48	23h ago
CWQ (test)	ChatKBQA	F1 Score81.3	44	1d ago
GrailQA		Hits@189.3	40	1d ago
CWQ Freebase (test)	ChatKBQA	Hits@186	38	23h ago
T-REx WikiData (test)	KG-R1	Hits@183.38	37	9d ago
WebQSP → GrailQA-Tech (test)	FuSIC-KBQA	F1 Score74.6	36	3mo ago
GrailQA (dev)	GAPD	Overall F189.5	34	5d ago
GrailQA v1.0 (test)	RetinaQA	Overall EM77.45	33	3mo ago
CWQ (ComplexWebQuestions)	GraSP	Hits@1 Accuracy82.6	32	1mo ago
GraphQ (test)	DARA (w/Mistral-7B)	F169.47	32	5d ago
CWQ	STAR	Hits@186.3	30	1d ago
LC-QuAD 1.0 (test)	HGNet	F1 Score78.1	28	3mo ago
MetaQA 1hop	T5-small+prolog	Hits@1100	28	3mo ago
GrailQAbility answerable 1.0 (test)	RetinaQA	F1 (L)81.22	27	3mo ago
GrailQA (test)	Pangu (T5-base)	F191.76	27	3mo ago
WebQuestion	KG-Reasoner	Hits@186.02	24	1mo ago
WebQSP → GraphQA-Pop (test)	FUn-FuSIC(sc)	F167	20	3mo ago
GrailQAbility unanswerable 1.0 (test)	RetinaQA	F1 (L)94.21	19	3mo ago
CWQ	ChatGPT	Answer F151.74	18	3mo ago
GrailQA 500-sample (dev)		F1 Score84.7	18	3mo ago
WebQSP v1 (test)	Pangu	F1 Score79.6	16	3mo ago
WebQuestion Freebase (test)		Hits@1 Accuracy81.02	15	2mo ago

Showing 25 of 70 rows