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DreamX-World 1.0 Unveiled for Interactive Long-Horizon Video Generation

Researchers have introduced DreamX-World 1.0, a general-purpose interactive world model capable of generating long-horizon video content with scene persistence and camera control. The model utilizes a novel data engine combining Unreal Engine rendering, gameplay recordings, and real-world videos, along with a new positional encoding method called E-PRoPE for camera awareness. DreamX-World 1.0 achieves up to 16 FPS on eight RTX 5090 GPUs and demonstrates superior performance in overall score compared to existing models like HY-WorldPlay 1.5 and LingBot-World. AI

IMPACT Enables more controllable and persistent long-horizon video generation, potentially impacting creative industries and virtual environments.

RANK_REASON The cluster describes a new research paper detailing a novel interactive world model for video generation.

Read on Hugging Face Daily Papers →

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COVERAGE [3]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    DreamX-World 1.0: A General-Purpose Interactive World Model

    DreamX-World 1.0 is a interactive text/image-to-video model that generates long-horizon content with camera control and scene persistence using specialized encoding, training techniques, and optimization methods.

  2. arXiv cs.CV TIER_1 English(EN) · DreamX Team, Yancheng Bai, Rui Chen, Xiangxiang Chu, Rujing Dang, Hao Dou, Bingjie Gao, Qiwen Gu, Siyu Hong, Jiachen Lei, Geng Li, Jifan Li, Ruimin Lin, Qingfeng Shi, Bingze Song, Lei Sun, Jing Tang, Ruitian Tian, Jun Wang, Jiahong Wu, Pengfei Zhang, She… ·

    DreamX-World 1.0: A General-Purpose Interactive World Model

    arXiv:2606.16993v1 Announce Type: new Abstract: DreamX-World 1.0 is a general-purpose interactive text/image-to-video world model for controllable long-horizon generation. It supports camera navigation, revisits to previously observed regions, and promptable events across photore…

  3. arXiv cs.CV TIER_1 English(EN) · Jiashu Zhu ·

    DreamX-World 1.0: A General-Purpose Interactive World Model

    DreamX-World 1.0 is a general-purpose interactive text/image-to-video world model for controllable long-horizon generation. It supports camera navigation, revisits to previously observed regions, and promptable events across photorealistic, game-style, and stylized domains. Our d…