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RobotData — Training the physical world.

© 2026 RobotData · Demo content

Tasks / Manipulation

Manipulation

17 datasets · 2.5M episodes · 11.9K h

Datasets in this domain

Filter in Explore
Representative still for Open X-EmbodimentReal-world Indexed

Open X-Embodiment

Source: Open X-Embodiment Collaboration

ManipulationCustomLab
EPISODES
1.0M
HOURS
5.6K
CAMERAS
3
CC BY 4.010 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for BridgeData V2Real-world Indexed

BridgeData V2

Source: UC Berkeley RAIL

ManipulationSingle ArmKitchen
EPISODES
60K
HOURS
333.9
CAMERAS
4
CC BY 4.05 Hz

RGB Video · Depth · Actions · Robot State +1

Representative still for LeRobot Community SO-100 DatasetsReal-world Indexed

LeRobot Community SO-100 Datasets

Source: Hugging Face LeRobot

ManipulationSingle ArmHome
EPISODES
23K
HOURS
481
CAMERAS
2
Open Source30 Hz

RGB Video · Joint Positions · Actions · Robot State +1

Representative still for DROIDReal-world Indexed

DROID

Source: Stanford IRIS & REAL Labs

ManipulationSingle ArmHome
EPISODES
76K
HOURS
350
CAMERAS
3
CC BY 4.015 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for LIBEROSimulation Indexed

LIBERO

Source: UT Austin RobIn Lab

ManipulationSingle ArmLab
EPISODES
6.5K
HOURS
36.1
CAMERAS
2
Open Source20 Hz

RGB Video · Joint Positions · Actions · Robot State +1

Representative still for robomimic (PH + MH)Simulation Indexed

robomimic (PH + MH)

Source: Stanford IRIS & REAL Labs

ManipulationSingle ArmLab
EPISODES
7.2K
HOURS
40
CAMERAS
2
Open Source20 Hz

RGB Video · Joint Positions · Actions · Robot State

Representative still for Language-TableReal-world Indexed

Language-Table

Source: Google DeepMind Robotics

ManipulationSingle ArmLab
EPISODES
442K
HOURS
2.5K
CAMERAS
2
Open Source10 Hz

RGB Video · Actions · Robot State · Language Instructions

Representative still for RH20TReal-world Indexed

RH20T

Source: SJTU MVIG

ManipulationSingle ArmLab
EPISODES
110K
HOURS
611.1
CAMERAS
10
Research Only10 Hz

RGB Video · Depth · Force/Torque · Tactile +4

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