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AI CURATED HOT STORY · 10/18/2026

Zhejiang University Releases Embodied Memory Benchmark EMem-Bench

1 reports archived1 independent sourcesupdated 10/18/2026, 13:00:00
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Zhejiang University's OmniAI team released EMem-Bench, the first unified benchmark for long-term memory in embodied agents, featuring 2,554 interactive samples. The project also open-sourced an external memory system (EMem) and a specialized model (EMem-8B) to address the 'seen but not remembered' challenge in robotics.

LATEST/Zhejiang University's OmniAI team released EMem-Bench, the first unified benchmark for long-term memory in embodied agents, featuring 2,554 interactive samples. The project also open-sourced an external memory system (EMem) and a specialized model (EMem-8B) to address the 'seen but not remembered' challenge in robotics.

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Total 1 reports · Latest first
  1. 新智元 (微信公众号)T2·78 pts
    • Introduced EMem-Bench: A systematic evaluation of agent memory formation and action guidance using 2,554 executable interaction samples across four task types.
    • Open-source ecosystem: Released the external memory system Embodied-Memorizer (EMem) and the memory-capable EMem-8B model.
    • High community adoption: Achieved nearly 30,000 downloads on Hugging Face within three weeks, reflecting strong industry demand for embodied memory benchmarks.
Zhejiang University Releases Embodied Memory Benchmark EMem-Bench | Today for AI