Knowledge Base Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
WebQSP (test)	FRAG	Hit@188.6	143	4d ago
WebQSP Freebase (test)	ChatKBQA	F1 Score83.5	46	4d ago
CWQ (test)	ChatKBQA	F1 Score81.3	42	4d ago
WebQSP → GrailQA-Tech (test)	FuSIC-KBQA	F1 Score74.6	36	4d ago
GrailQA v1.0 (test)	RetinaQA	Overall EM77.45	33	4d ago
LC-QuAD 1.0 (test)	HGNet	F1 Score78.1	28	4d ago
MetaQA 1hop	T5-small+prolog	Hits@1100	28	4d ago
GrailQAbility answerable 1.0 (test)	RetinaQA	F1 (L)81.22	27	4d ago
GrailQA (test)	Pangu (T5-base)	F191.76	27	4d ago
WebQSP	FLARE	Accuracy93.9	23	4d ago
GrailQA	FLARE	Accuracy92	21	4d ago
WebQSP → GraphQA-Pop (test)	FUn-FuSIC(sc)	F167	20	4d ago
GrailQAbility unanswerable 1.0 (test)	RetinaQA	F1 (L)94.21	19	4d ago
CWQ Freebase (test)	ChatKBQA	Hits@186	19	4d ago
GraphQ (test)	DARA (w/Mistral-7B)	F169.47	19	4d ago
CWQ	ChatGPT	Answer F151.74	18	4d ago
GrailQA 500-sample (dev)		F1 Score84.7	18	4d ago
WebQSP v1 (test)	Pangu	F1 Score79.6	16	4d ago
GraphQ	Pangu	F1 Score62.2	9	4d ago
GrailQA v1.0 (dev)	Pangu	F183.4	9	4d ago
GrailQAbility answerable zero-shot	Pangu	F1 (L)78.01	8	4d ago
GrailQAbility answerable (IID)	RetinaQA	F1(L)89	8	4d ago
WebQuestions (WebQ) (test)		Average F153.6	7	4d ago
SimpleQuestions Wiki (test)	SPARKLE	F179.6	7	4d ago
CWQ (hidden test)	CBR-KBQA	Accuracy67.1	7	4d ago

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