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The open data network for physical AI. Observation → State → Action → Result.

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RobotData — Training the physical world.

© 2026 RobotData · Demo content

Robot data, with its source attached

Give robots experience.

Search robot datasets by task, inspect the episodes that are actually previewable, and go straight to the original source.

Popular starting points

Open X-EmbodimentManipulation · CustomBridgeData V2Manipulation · Single ArmLeRobot Community SO-100 DatasetsManipulation · Single Arm
Describe what you want your robot to learnTell us your robot, sensors and task — get datasets ranked by compatibility, with the reasons.
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DATASETS INDEXED
44
HOSTED ON ROBOTDATA
0
EPISODES (SOURCE-REPORTED)
4.3M
HOURS (SOURCE-REPORTED)
41K
Representative still for Open X-EmbodimentStatic frame · no local clip

Featured dataset

Open X-Embodiment

Task
Cross-embodiment robot learning
Robot
22 robot embodiments
Data
RGB Video, Depth, Joint Positions, Actions
Episodes reported
1.0M
Hours reported
5.6K h
Source
Real-world
License
CC BY 4.0
View dataset

Newest in the catalog

Metadata is taken from each dataset's own source. Nothing here is a usage ranking.

All datasets
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 RT-1 Robot Action DatasetReal-world Indexed

RT-1 Robot Action Dataset

Source: Google DeepMind Robotics

HouseholdMobile RobotKitchen
EPISODES
130K
HOURS
17.4K
CAMERAS
1
CC BY 4.03 Hz

RGB Video · Actions · Robot State · Language Instructions

Representative still for Waymo Open Dataset (Perception)Real-world Indexed

Waymo Open Dataset (Perception)

Source: Waymo

AutomotiveAutonomous VehicleRoad
EPISODES
1.1K
HOURS
6.4
CAMERAS
5
Research Only10 Hz

RGB Video · LiDAR · IMU · Robot State

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 Mobile ALOHAReal-world Indexed

Mobile ALOHA

Source: Stanford IRIS & REAL Labs

HouseholdDual ArmHome
EPISODES
1.1K
HOURS
5.8
CAMERAS
4
Open Source50 Hz

RGB Video · Joint Positions · Actions · Robot State

How a dataset is structured

Observation

Camera, depth or audio streams

State

Joint positions, pose, force

Action

Commanded deltas over time

Result

Success label or reward

Not every dataset provides all four. Each dataset page lists only the data its source actually publishes.

Browse by task

Counts reflect datasets currently in the catalog.

Manipulation

17 datasets

Navigation

2 datasets

Household

13 datasets

Warehouse

1 dataset

Manufacturing

6 datasets

Construction

1 dataset

Agriculture

1 dataset

Healthcare

1 dataset

Automotive

2 datasets

Energy

0 datasets

Browse by robot type

Hours as reported by each dataset's source.

Humanoid

1 datasets · 5.6K h

Single Arm

22 datasets · 8.6K h

Dual Arm

9 datasets · 1.1K h

Mobile Robot

7 datasets · 18K h

Quadruped

1 datasets · 780 h

Drone

0 datasets · 0 h

Autonomous Vehicle

2 datasets · 12 h

Custom

2 datasets · 6.8K h

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Share a dataset

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