Author

Kuan Wang

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Jun 2026

MemDelta: Controlled Baselines and Hidden Confounds in Agent Memory Evaluation

MemDelta, a controlled evaluation protocol that varies one component at a time on LongMemEval-S (500 questions, 50+ sessions, three model families), recommends memory evaluations fix embedding models across comparisons, stratify by model family, and report write-path cost before attributing gains to architecture.

Kuan Wang · arXiv.org · 2 citations