GraphDecisionBench: Benchmarking System One Models on Graph Tasks

arXiv:2610.06354 · cs.AI · Submitted 2026-10-05 · Read on arXiv

cs.AI

Submitted: 2026-10-05

Updated: 2026-10-12

Code: https://github.com/VictorYXL/JevGraphBench

Terminology

• Benchmarking — 1× in this paper · explained in 4 episodes

Sources

• GraphLLM: Boosting Graph Reasoning Ability of Large Language Model
• JevAdvBench: A Benchmark and Black-Box Attacks for Reinforcement Learning for Calibrated Decisions Models
• Qwen2.5 Technical Report
• HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges

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