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Knowledge Base Question Answering On Lc Quad

Metrics

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Results

Performance results of various models on this benchmark

Paper Title
HGNet (oracle entity used)78.1Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs
AQGNet (oracle entity used)74.8Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base
SPARKLE72.2SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding
QDT58.8Question Decomposition Tree for Answering Complex Questions over Knowledge Bases
STaG-QA53.6A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
EDGQA53.1EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases
KGQAN51.6A Universal Question-Answering Platform for Knowledge Graphs
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Knowledge Base Question Answering On Lc Quad | SOTA | HyperAI