agent/papers/items/2026-2606-22737-groundeval-a-deterministic-replacement-for-llm-as-judge-in-stateful-agent-evalua.md

Paper: GroundEval: A Deterministic Replacement for LLM-as-Judge in Stateful Agent Evaluation

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type: paper title: "GroundEval: A Deterministic Replacement for LLM-as-Judge in Stateful Agent Evaluation" authors: Jeffrey Flynt year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.22737 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-22 updated_at: 2026-07-02 status: queued relevance: high topics:

• agent-evaluation
• memory
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.CL
• cs.SE related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 14 collection_queries: agent-evaluation

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agent-evaluation
• inferred topics: agent-evaluation, memory, tool-use
• arXiv categories: cs.AI, cs.CL, cs.SE
• collection score: 14

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2606.22737