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arXiv — cs.AI

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CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video

Wearable assistants require episodic memory over egocentric video, yet current vision-language models face bounded frame budgets, growing visual-token costs, and long-context retrieval failures. Under these practical constraints, we study whether textual captions can serve as…

arXiv — cs.AIBy: Dingli Liang, Yiqiao Xie, Yukai Huang, Zhaokai Wang, Weitong Cai, Guangwen Feng, Jifei Song, Zhensong Zhang, Hang ZhangSeptember 17, 2026 (Sep 17)
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  • Wearable assistants require episodic memory over egocentric video, yet current vision-language models face bounded frame budgets, growing visual-token costs, and long-context retrieval failures
  • Under these practical constraints, we study whether textual captions can serve as…
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CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video

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