HIW-500: Humanoids In-the-Wild

500+ hours of Unitree G1 humanoid whole-body teleoperation across 12 real homes in Southeast Asia.

Dataset specifications
Year2026
Episodes23,000
Total hours500
Embodimentsunitree_humanoid
Modalitiesdepth, ee_pose, language, proprioception, rgb
Task categoriesmanipulation, navigation
Licenseunknown
Accessopen
MaintainerBitRobot

HIW-500 (Humanoids In-the-Wild) is a large-scale dataset for whole-body humanoid robot learning in natural home environments, capturing human teleoperation demonstrations on the Unitree G1 across 12 real homes in Southeast Asia. It contains 500+ hours and 23K+ episodes spanning 10+ household tasks with 161 subtask labels (~10 TB). Each episode records synchronized head (stereo RGB) and wrist (RGB + stereo IR) cameras, 29-DoF joint states, end-effector state, IMU, odometry, and language annotations.