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Knowledge Base Question Answering On Lc Quad

評価指標

F1

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
F1
Paper TitleRepository
STaG-QA53.6A Two-Stage Approach towards Generalization in Knowledge Base Question Answering-
HGNet (oracle entity used)78.1Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs-
SPARKLE72.2SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding-
KGQAN51.6A Universal Question-Answering Platform for Knowledge Graphs-
AQGNet (oracle entity used)74.8Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base-
EDGQA53.1EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases-
QDT58.8Question Decomposition Tree for Answering Complex Questions over Knowledge Bases-
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Knowledge Base Question Answering On Lc Quad | SOTA | HyperAI超神経