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Graph-based Question Answering on 23 Queries (Hold-out)

70Mean F1LLM Planner
36.61645.28353.9562.617Jun 4, 2026

Evaluation results

MethodLinks
LLM PlannerLLM Backbone=Claude Haiku 4.52026.0670——
Agentic RAGLLM Backbone=Claude Haiku 4.52026.0666.2——
TF-IDF RAG2026.0638.8——
Det. GraphRAGLLM Backbone=Claude Haiku 4.52026.0637.9——