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K
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SOTA
Knowledge Base Question Answering
Knowledge Base Question Answering On Lc Quad
Knowledge Base Question Answering On Lc Quad
评估指标
F1
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
F1
Paper Title
Repository
STaG-QA
53.6
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
-
HGNet (oracle entity used)
78.1
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs
SPARKLE
72.2
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding
KGQAN
51.6
A Universal Question-Answering Platform for Knowledge Graphs
AQGNet (oracle entity used)
74.8
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base
EDGQA
53.1
EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases
-
QDT
58.8
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases
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