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SCOPE model enables localized FPS game control without segmentation

By PulseAugur Editorial · [3 sources] ·

Researchers have developed SCOPE, a novel approach for creating interactive world models in first-person shooter (FPS) games. SCOPE utilizes a conditioning module within video diffusion models to enable precise, localized action responses, distinguishing between in-scope weapon effects and out-of-scope environmental generation without needing segmentation labels. This method was tested using the newly released CrossFPS dataset, which includes extensive action telemetry from seven different FPS titles, demonstrating effective cross-game generalization. AI

IMPACT Enables more precise and generalizable AI control in complex video game environments.

RANK_REASON The cluster describes a new research paper detailing a novel model and dataset for FPS game interaction.

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 3 sources. How we write summaries →

COVERAGE [3]

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

    SCOPE: Simulating Cross-game Operations in Playable Environments for FPS World Models

    SCOPE enables precise action response in FPS games by conditioning transformer blocks in video diffusion models to separate in-scope from out-of-scope visual effects without segmentation labels.

  2. arXiv cs.CV TIER_1 English(EN) · Zizhao Tong, Hongfeng Lai, Zeqing Wang, Zhaohu Xing, Kexu Cheng, Haoran Xu, Zhao Pu, Shangwen Zhu, Ruili Feng, Jian Zhao, Yan Zhang, Hao Tang, Yeying Jin, Ling Shao ·

    SCOPE: Simulating Cross-game Operations in Playable Environments for FPS World Models

    arXiv:2605.23345v1 Announce Type: new Abstract: Interactive world models for first-person shooter (FPS) games must resolve high-frequency overlapping control signals at every frame without disrupting unaffected regions. Existing methods inject actions globally and train on single…

  3. arXiv cs.CV TIER_1 English(EN) · Ling Shao ·

    SCOPE: Simulating Cross-game Operations in Playable Environments for FPS World Models

    Interactive world models for first-person shooter (FPS) games must resolve high-frequency overlapping control signals at every frame without disrupting unaffected regions. Existing methods inject actions globally and train on single titles, failing under dense FPS inputs. We obse…

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