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allenai/PRISM

PRISM [Paper] [arXiv] [Project Website] Purpose-driven Robotic Interaction in Scene Manipulation (PRISM) is a large-scale synthetic dataset for Task-Oriented Grasping featuring cluttered environments and diverse, realistic task descriptions. We use 2365 object instances from ShapeNet-Sem along with stable grasps from ACRONYM to compose 10,000 unique and diverse scenes. Within each scene we capture 10 views, within which there are multiple tasks to be performed. This results in… See the full description on the dataset page: https://huggingface.co/datasets/allenai/PRISM.

Author / organizationallenai
License (as declared)mit
Downloads2.9K (as reported by Hugging Face)
Likes5
Created2 June 2025
Last updated at source7 June 2025
roboticsgrasp-predictiontask-oriented-graspingmanipulation3dimagetext
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  • 16 Oct 2026 Description: PRISM [Paper] [arXiv] [Project Website] Purpose-driven Robotic Interaction in Scene Manipulation (PRISM) is a large-scale synthetic dataset for Task-Oriented Grasping featuring cluttered environments and diverse, realistic task descriptions → PRISM [Paper] [arXiv] [Project Website] Purpose-driven Robotic Interaction in Scene Manipulation (PRISM) is a large-scale synthetic dataset for Task-Oriented Grasping featuring cluttered environments and diverse, realistic task descriptions

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