Author

Jingmin Chen

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Preprint Jul 2026

ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Streams

ReflectWorld-MM is proposed, an entity-oriented multimodal memory system for open-ended video streams that achieves the best accuracy on all six long-video and lifelong-memory benchmarks, outperforming strong memory agents and a frontier model.

Xiaokang Ma, Yifan Sun, Zhihong Jin et al. · 0 citations