Knowledge Graph Question Answering

Benchmarks

Dataset Name	SOTA Method	Metric
CWQ	S-Path-RAG +Iterative	Hit@179.3	212	9d ago
WebQSP	RAPL	Hit@193.3	174	22h ago
CWQ (test)	TRACE	Hits@176.9	125	29d ago
WebQSP (test)	AURA	Hit93.2	85	14d ago
WebQSP	CPR	ECR (%)76.8	34	23d ago
QALD-10en Wikidata-based (test)	SoG	Hits@174.4	31	23h ago
SimpleQA Freebase-based (test)	SoG	Hits@184.8	31	23h ago
WebQSP	GCG	Accuracy (ACC)68	28	21d ago
ComplexWebQuestions (CWQ) 1.1 (test)	RPO-RAG	Hit@10.723	25	3mo ago
MetaQA 2-hop (test)	TransferNet	Hits@1100	24	3mo ago
WebQSP	ReknoS	Hits@1 Accuracy84.73	22	9d ago
MetaQA 3-hop	Reasoning S3GNN-RAG	Accuracy98.9	22	9d ago
GrailQA (Overall)	CoG	Hits@186.4	20	3mo ago
WebQSP	ParallaxRAG + GPT-4o (200)	Hit Rate0.9353	19	1mo ago
GTSQA Ground-truth seed nodes WikiKG2 (test)	ULTRAG-OTS	Hits92.66	17	2mo ago
GrailQA Zero-shot	CoG	Hits@189.1	17	3mo ago
GrailQA Compositional	KG-Agent	Hits@180	17	3mo ago
GrailQA I.I.D.	KG-Agent	Hits@192	17	3mo ago
WebQSP 3-hop	Ca2KG	Accuracy0.819	16	3mo ago
WebQSP 1-hop	Ca2KG	Accuracy76.9	16	3mo ago
MetaQA 1-hop	Ca2KG	Accuracy87.6	16	3mo ago
KGQAGen-10k 1,079 unseen questions (test)	GPT-4o w/ SP	LASM Accuracy84.9	15	2mo ago
CWQ Switzerland		Accuracy68	14	21d ago
SimpleQuestions	KGA	Hit@175.1	14	2mo ago
GrailQA (test)	PoG	Overall Score84.7	14	3mo ago

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