Dataset profile

BEHAVIOR-1K

BEHAVIOR-1K is a simulation benchmark for long-horizon household activities in realistic interactive scenes. It is relevant to physical AI teams exploring human-centered task planning, but its simulation scope differs from real healthcare data collection.

Source institutionStanford Vision and Learning Lab
Household RoboticsRobot Manipulation

Overview

BEHAVIOR-1K is a simulation benchmark for long-horizon household activities in realistic interactive scenes. It is relevant to physical AI teams exploring human-centered task planning, but its simulation scope differs from real healthcare data collection.

What's included

  • Long-horizon household activity definitions
  • Interactive simulated scenes
  • Robotics benchmark tasks and assets

Tasks / activities

cleaningcookingorganizinghousehold mobile manipulation

Modalities

RGBDepthRobot ActionsLanguageAnnotations

Collection methodology

Household tasks are defined from human need surveys and instantiated in realistic simulation scenes.

Potential applications

  • Long-horizon task planning
  • Simulation benchmarking
  • Household robotics
  • Embodied AI evaluation

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 BEHAVIOR-1K and OmniGibson project terms.

Limitations / opportunities for custom data

Real healthcare collection can capture care-site variation, expert body mechanics, human interaction constraints, and sensing requirements not present in simulation.

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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