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Siyuan Liu

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#computer vision Jan 2026

EMemBench: Interactive Benchmarking of Episodic Memory for VLM Agents

This work introduces EMemBench, a programmatic benchmark generator for evaluating long-term episodic memory of agents through interactive games, and evaluates memory agents with strong LMs/VLMs as backbones, using in-context prompting as baselines.

Xinze Li, Zi-Yue Zhu, Siyuan Liu et al. · 7 citations · ⚡1

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