agent/papers/items/2026-2606-29914-memdelta-controlled-baselines-and-hidden-confounds-in-agent-memory-evaluation.md

Paper: MemDelta: Controlled Baselines and Hidden Confounds in Agent Memory Evaluation

---

type: paper title: "MemDelta: Controlled Baselines and Hidden Confounds in Agent Memory Evaluation" authors: Kuan Wang year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.29914 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-29 updated_at: 2026-06-29 status: queued relevance: high topics:

• agent-evaluation
• memory
• rag methods:

benchmarks:

models:

datasets:

• cs.CL
• cs.LG related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 17 collection_queries: agent-memory, rag-agent

One-line Takeaway

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

Why Collected

• matched queries: agent-memory, rag-agent
• inferred topics: agent-evaluation, memory, rag
• arXiv categories: cs.CL, cs.LG
• collection score: 17

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/2606.29914