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News/When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory
arxiv
PublishedMay 11, 2026 at 4:00 AM
—neutral

When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2605.07313v1 Announce Type: new Abstract: Memory-agent evaluations report fixed-snapshot accuracy or retrieval quality, but these scores do not show whether evidence remains usable as irrelevant sessions (sessions not annotated as task-relevant evidence for the query) accumulate. We present a

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Discussion
Mentioned models
05
  • 01
    HippoRAG
  • 02
    LiCoMemory
  • 03
    Qwen3-8B
  • 04
    Qwen3-32B
  • 05
    Qwen3-235B
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#evaluation#memory#agents#scalability

No replies yet. Be first.

Mentioned models
05
  • 01
    HippoRAG
  • 02
    LiCoMemory
  • 03
    Qwen3-8B
  • 04
    Qwen3-32B
  • 05
    Qwen3-235B
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#evaluation#memory#agents#scalability

Related coverage

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