Datasets › RoboRefIt

RoboRefIt

Introduced in VL-Grasp: a 6-Dof Interactive Grasp Policy for Language-Oriented Objects in Cluttered Indoor Scenes1 Aug 2023 archive 2025-07-28

We contribute a new challenging visual grounding dataset for robotic perception and reasoning in indoor environments, called RoboRefIt. The RoboRefIt collects 10,872 real-world RGB and depth images from cluttered daily life scenes, and generates 50,758 referring expressions in the form of robot language instructions. Moreover, nearly half of the images involve ambiguous object recognition. We hope that the RoboRefIt provides a distinctive training bed of visual grounding tasks for the robot interactive grasp.

Benchmarks archive 2025-07-28

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Papers archive 2025-07-28

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Dataset loaders archive 2025-07-28

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Tasks archive 2025-07-28

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License archive 2025-07-28

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Modalities archive 2025-07-28

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Variants archive 2025-07-28

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