Edwin Huang(@PinzhiHuang):State tracking is a core pillar of video understanding: it requires identifying entities and events, and mapping how their states evolve over time. Frontier multimodal models are surprisingly bad at it, so we built a benchmark to measure it. Meet VSTAT!

Edwin Huang

@PinzhiHuang

Pinzhi Huang, Undergrad @nyuniversity advised by @sainingxie | Prev Intern at @Google Gemini

加入 November 2021

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Edwin Huang@PinzhiHuang

2026.06.03 02:51

State tracking is a core pillar of video understanding: it requires identifying entities and events, and mapping how their states evolve over time. Frontier multimodal models are surprisingly bad at it, so we built a benchmark to measure it. Meet VSTAT!