We conduct a systematic study to investigate whether video generation is able to learn physical laws from videos, leveraging

How Far is Video Generation from World Model?

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2024-11-07 18:30:07

We conduct a systematic study to investigate whether video generation is able to learn physical laws from videos, leveraging data and model scaling.

Bingyi Kang*   Yang Yue*   Rui Lu   Zhijie Lin   Yang Zhao   Kaixin Wang   Gao Huang   Jiashi Feng   Bytedance Research *Equal Contribution, in alphabetical order

👉What?   We study whether video generation model is able to learn and stick to physical laws.

👉Why?   OpenAI’s Sora highlights the potential of video generation for developing world models that adhere to fundamental physical laws, according to the following quotation:

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