SOTAVerified

Graph Question Answering

Papers

Showing 1–10 of 78 papers

TitleStatusHype
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
CoLoTa: A Dataset for Entity-based Commonsense Reasoning over Long-Tail Knowledge—0
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving—0
Q-NL Verifier: Leveraging Synthetic Data for Robust Knowledge Graph Question AnsweringCode0
EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering—0
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering—0
Visual Graph Question Answering with ASP and LLMs for Language Parsing—0
RoToR: Towards More Reliable Responses for Order-Invariant InputsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GraphVQAAccuracy96.3—Unverified
2GCNAccuracy85.7—Unverified