2026

A Simple Baseline for Streaming Video Understanding
A Simple Baseline for Streaming Video Understanding

Yujiao Shen, Shulin Tian, Jingkang Yang, Ziwei Liu

arXiv preprint 2026

SimpleStream shows that a simple sliding-window baseline can already be a strong and efficient solution for streaming video understanding, offering a clean reference point for future long-video reasoning research.

A Simple Baseline for Streaming Video Understanding

Yujiao Shen, Shulin Tian, Jingkang Yang, Ziwei Liu

arXiv preprint 2026

SimpleStream shows that a simple sliding-window baseline can already be a strong and efficient solution for streaming video understanding, offering a clean reference point for future long-video reasoning research.