Dataset profile

DROID

DROID is a large robot manipulation dataset designed to improve generalization across environments, tasks, and collectors. It is relevant as a comparison point for teams deciding where human healthcare demonstrations need to complement robot-native data.

Source institutionDROID research consortium
Robot ManipulationHousehold Robotics

Overview

DROID is a large robot manipulation dataset designed to improve generalization across environments, tasks, and collectors. It is relevant as a comparison point for teams deciding where human healthcare demonstrations need to complement robot-native data.

What's included

  • Robot manipulation trajectories
  • Interaction data across many scenes and tasks
  • Camera, robot state, action, and language annotation resources

Tasks / activities

object manipulationhousehold tasksscene generalizationlanguage-conditioned robot actions

Modalities

RGB-DRobot ActionsKinematicsLanguage

Collection methodology

Robot data was collected across distributed scenes and tasks by data collectors using a shared robot manipulation platform.

Potential applications

  • Robot manipulation pretraining
  • Policy generalization
  • Language-conditioned control
  • Embodied AI benchmarking

Access & licensing

This is a third-party public/research dataset. We do not own or distribute this dataset. Access and usage are governed by the original publisher's terms.

Access and use are governed by the original DROID publisher terms.

Limitations / opportunities for custom data

Healthcare buyers may need domain-expert human demonstrations, care settings, and workflow labels that are not present in general robot manipulation data.

Need data beyond this benchmark?

We design custom healthcare and caregiving collections around the tasks, experts, environments, and modalities your model requires.

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