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    WorldMemArena accepted to NeurIPS 2026

    A post says the benchmark tracks how agents write, maintain, retrieve and use memory across 400 multimodal, multi-session tasks.

    Xin Eric WangXE
    1 Source, 2h ago, first seen 2h ago

    TLDR

    A post announces WorldMemArena’s acceptance to NeurIPS 2026. In an earlier post, the same author argues that agent memory should be judged by whether it improves performance over time, not just storage or retrieval. The author says the benchmark’s findings show that better storage and retrieval do not necessarily lead to better task performance.

    Combined views

    350

    1 Source, first seen 2h ago

    4 likes1 saves

    Combined views

    350

    1 Source, first seen 2h ago

    4 likes1 saves

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    1 Source

    Xin Eric Wang@xwang_lkExcited to see 𝐖𝐨𝐫𝐥𝐝𝐌𝐞𝐦𝐀𝐫𝐞𝐧𝐚 accepted to #NeurIPS2026! Memory is not about what an agent can store or retrieve, but 𝐡𝐨𝐰 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐦𝐚𝐤𝐞𝐬 𝐭𝐡𝐞𝐦 𝐛𝐞𝐭𝐭𝐞𝐫 𝐚𝐭 𝐚𝐜𝐭𝐢𝐧𝐠 𝐨𝐯𝐞𝐫 𝐭𝐢𝐦𝐞. Congrats @liuchen02938149 and all co-authors!2h
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    1 Source

    Xin Eric Wang@xwang_lkExcited to see 𝐖𝐨𝐫𝐥𝐝𝐌𝐞𝐦𝐀𝐫𝐞𝐧𝐚 accepted to #NeurIPS2026! Memory is not about what an agent can store or retrieve, but 𝐡𝐨𝐰 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐦𝐚𝐤𝐞𝐬 𝐭𝐡𝐞𝐦 𝐛𝐞𝐭𝐭𝐞𝐫 𝐚𝐭 𝐚𝐜𝐭𝐢𝐧𝐠 𝐨𝐯𝐞𝐫 𝐭𝐢𝐦𝐞. Congrats @liuchen02938149 and all co-authors!2h
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