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Knowledge Graph Question Answering on ComplexWebQuestions (CWQ) 1.1 (test)

0.723Hit@1

RPO-RAG

Updated 4d ago

Evaluation Results

Method	Links
RPO-RAG 2026.01		0.723	0.645
HGNet 2021.11		0.689	0.685
RPO-RAG 2026.01		0.681	0.592
GNN-RAG 2026.01		0.668	0.594
GNN-RAG 2026.01		0.666	0.58
RPO-RAG 2026.01		0.66	0.573
HGNet 2021.11		0.653	0.649
RoG 2026.01		0.626	0.562
GCR 2026.01		0.605	0.504
RPO-RAG 2026.01		0.603	0.504
SubgraphRAG 2026.01		0.57	0.472
UniKGQA 2026.01		0.512	0.491
SR + NSM 2026.01		0.502	0.471
NSM+h 2021.11		0.488	0.44
NSM 2026.01		0.476	0.424
PullNet 2021.11		0.459	-
QGG 2021.11		0.441	0.404
KBQA-GST 2021.11		0.393	0.365
GraftNet 2026.01		0.368	0.327
HR-BiLSTM 2021.11		0.333	0.312
GRAFT-Net 2021.11		0.301	0.26
Llama2-7B 2026.01		0.284	0.214
Llama3.1-8B 2026.01		0.281	0.224
Llama3.2-3B 2026.01		0.199	0.144
Llama3.2-1B 2026.01		0.143	0.112
ImprovedQGG 2021.11		-	0.462