Catalog

Datasets

Every dataset RobotData indexes or hosts, newest first. Episode counts, hours and licenses are taken from each dataset's own source and are not independently verified.

DATASETS
42
HOSTED HERE
0
EPISODES (REPORTED)
4.3M
HOURS (REPORTED)
39.3K h
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 AgiBot World BetaReal-world Indexed

AgiBot World Beta

Source: AgiBot

HouseholdHumanoidHome
EPISODES
1.0M
HOURS
5.6K
CAMERAS
8
Open Source30 Hz

RGB Video · Depth · Tactile · Force/Torque +3

Representative still for RoboMINDReal-world Indexed

RoboMIND

Source: Beijing Innovation Center of Humanoid Robotics

ManufacturingDual ArmFactory
EPISODES
55K
HOURS
306
CAMERAS
3
Open Source30 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for ALOHA UnleashedReal-world Indexed

ALOHA Unleashed

Source: Google DeepMind Robotics

ManipulationDual ArmLab
EPISODES
26K
HOURS
290
CAMERAS
4
Research Only50 Hz

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

Representative still for ANYmal Perceptive Locomotion & ParkourReal-world Indexed

ANYmal Perceptive Locomotion & Parkour

Source: ETH Robotic Systems Lab

NavigationQuadrupedConstruction Site
EPISODES
21K
HOURS
780
CAMERAS
4
Research Only400 Hz

RGB Video · Depth · LiDAR · IMU +3

Representative still for RoboCasaSimulation Indexed

RoboCasa

Source: UT Austin RobIn Lab

HouseholdSingle ArmKitchen
EPISODES
100K
HOURS
420
CAMERAS
4
Open Source20 Hz

RGB Video · Depth · Joint Positions · Actions +2

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
Open Source10 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for DROIDReal-world Indexed

DROID

Source: Stanford IRIS & REAL Labs

ManipulationSingle ArmHome
EPISODES
76K
HOURS
350
CAMERAS
3
Open Source15 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for FMB: Functional Manipulation BenchmarkReal-world Indexed

FMB: Functional Manipulation Benchmark

Source: UC Berkeley RAIL

ManufacturingSingle ArmLab
EPISODES
23K
HOURS
125
CAMERAS
3
Open Source10 Hz

RGB Video · Depth · Force/Torque · Joint Positions +2

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

Representative still for Dobb-E: Homes of New YorkReal-world Indexed

Dobb-E: Homes of New York

Source: NYU General-purpose Robotics & AI Lab

HouseholdMobile RobotHome
EPISODES
5.6K
HOURS
13
CAMERAS
1
Open Source5 Hz

RGB Video · Depth · Actions · Robot State +1

Representative still for UT Austin SiriusReal-world Indexed

UT Austin Sirius

Source: UT Austin RobIn Lab

ManipulationSingle ArmLab
EPISODES
559
HOURS
3.2
CAMERAS
2
Open Source20 Hz

RGB Video · Joint Positions · Actions · Robot State

Representative still for MimicGenSynthetic Indexed

MimicGen

Source: NVIDIA GEAR Lab

ManufacturingDual ArmFactory
EPISODES
50K
HOURS
277.8
CAMERAS
3
Open Source20 Hz

RGB Video · Depth · Joint Positions · Actions +1

Representative still for RoboSetReal-world Indexed

RoboSet

Source: CMU Robotics Institute

HouseholdSingle ArmKitchen
EPISODES
99K
HOURS
547.2
CAMERAS
4
Open Source5 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for Berkeley AUTOLAB UR5Real-world Indexed

Berkeley AUTOLAB UR5

Source: UC Berkeley AUTOLAB

ManipulationSingle ArmLab
EPISODES
896
HOURS
4.2
CAMERAS
2
Open Source5 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for Jaco PlayReal-world Indexed

Jaco Play

Source: Clemson University

HouseholdSingle ArmLab
EPISODES
1.1K
HOURS
5.4
CAMERAS
2
Open Source10 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for UTokyo xArm BimanualReal-world Indexed

UTokyo xArm Bimanual

Source: University of Tokyo

ManipulationDual ArmLab
EPISODES
64
HOURS
0.6
CAMERAS
2
Open Source10 Hz

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

Representative still for BridgeData V2Real-world Indexed

BridgeData V2

Source: UC Berkeley RAIL

ManipulationSingle ArmKitchen
EPISODES
60K
HOURS
333.9
CAMERAS
4
Open Source5 Hz

RGB Video · Depth · Actions · Robot State +1

Representative still for KAIST Nonprehensile ManipulationReal-world Indexed

KAIST Nonprehensile Manipulation

Source: KAIST

ManipulationSingle ArmLab
EPISODES
201
HOURS
1.4
CAMERAS
2
Open Source10 Hz

RGB Video · Depth · Force/Torque · Joint Positions +2

Representative still for Berkeley Cable RoutingReal-world Indexed

Berkeley Cable Routing

Source: UC Berkeley RAIL

ManufacturingSingle ArmFactory
EPISODES
1.6K
HOURS
9.5
CAMERAS
2
Open Source10 Hz

RGB Video · Joint Positions · Actions · Robot State

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

Representative still for Stanford HYDRAReal-world Indexed

Stanford HYDRA

Source: Stanford IRIS & REAL Labs

ManipulationSingle ArmKitchen
EPISODES
570
HOURS
3.4
CAMERAS
2
Open Source20 Hz

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

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 SACSoN Social NavigationReal-world Indexed

SACSoN Social Navigation

Source: UC Berkeley RAIL

NavigationMobile RobotOffice
EPISODES
4.0K
HOURS
75
CAMERAS
2
Open Source5 Hz

RGB Video · LiDAR · IMU · Actions +1

Representative still for TACO-PlayReal-world Indexed

TACO-Play

Source: Freiburg Robot Learning Lab

HouseholdSingle ArmKitchen
EPISODES
3.2K
HOURS
18
CAMERAS
2
Open Source15 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for ALOHA Static Bimanual DemosReal-world Indexed

ALOHA Static Bimanual Demos

Source: Stanford IRIS & REAL Labs

ManufacturingDual ArmLab
EPISODES
1.0K
HOURS
5.6
CAMERAS
4
Open Source50 Hz

RGB Video · Joint Positions · Actions · Robot State

Representative still for ARMBench: Amazon Robotic ManipulationReal-world Indexed

ARMBench: Amazon Robotic Manipulation

Source: Amazon Robotics

WarehouseSingle ArmWarehouse
EPISODES
235K
HOURS
1.3K
CAMERAS
4
Research Only30 Hz

RGB Video · Depth · Robot State · Actions

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
Open Source3 Hz

RGB Video · Actions · Robot State · Language Instructions

Representative still for NYU Door Opening Surprising EffectivenessReal-world Indexed

NYU Door Opening Surprising Effectiveness

Source: NYU General-purpose Robotics & AI Lab

HouseholdMobile RobotHome
EPISODES
435
HOURS
2.3
CAMERAS
1
Open Source3 Hz

RGB Video · Actions · Robot State

Representative still for ManiSkill2Simulation Indexed

ManiSkill2

Source: UC San Diego Hao Su Lab

ManufacturingDual ArmFactory
EPISODES
30K
HOURS
166.7
CAMERAS
3
Open Source100 Hz

RGB Video · Depth · Joint Positions · Actions +1

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 Hilti-Oxford SLAM ChallengeReal-world Indexed

Hilti-Oxford SLAM Challenge

Source: Hilti Group + Oxford Dynamic Robot Systems

ConstructionMobile RobotConstruction Site
EPISODES
36
HOURS
4.5
CAMERAS
5
Research Only200 Hz

RGB Video · LiDAR · IMU

Representative still for CALVINSimulation Indexed

CALVIN

Source: Freiburg Robot Learning Lab

HouseholdSingle ArmKitchen
EPISODES
24K
HOURS
133.3
CAMERAS
2
Open Source30 Hz

RGB Video · Depth · Joint Positions · Actions +2

Representative still for BC-Z Zero-Shot Task GeneralizationReal-world Indexed

BC-Z Zero-Shot Task Generalization

Source: Google DeepMind Robotics

HouseholdMobile RobotKitchen
EPISODES
39K
HOURS
218.6
CAMERAS
1
Open Source10 Hz

RGB Video · Actions · Robot State · Language Instructions

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 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 nuScenesReal-world Indexed

nuScenes

Source: Motional

AutomotiveAutonomous VehicleRoad
EPISODES
1.0K
HOURS
5.5
CAMERAS
6
Research Only20 Hz

RGB Video · LiDAR · IMU · Robot State +1

Representative still for RoboTurk Real Robot PilotReal-world Indexed

RoboTurk Real Robot Pilot

Source: Stanford IRIS & REAL Labs

ManipulationSingle ArmLab
EPISODES
2.1K
HOURS
12
CAMERAS
2
Open Source20 Hz

RGB Video · Joint Positions · Actions · Robot State

Representative still for RoboNetReal-world Indexed

RoboNet

Source: UC Berkeley RAIL

ManipulationSingle ArmLab
EPISODES
162K
HOURS
900
CAMERAS
2
Open Source5 Hz

RGB Video · Actions · Robot State

Representative still for QT-Opt Kuka GraspingReal-world Indexed

QT-Opt Kuka Grasping

Source: Google DeepMind Robotics

ManipulationSingle ArmLab
EPISODES
580K
HOURS
800
CAMERAS
1
Research Only10 Hz

RGB Video · Actions · Robot State

Representative still for Bonn Sugar Beets 2016Real-world Indexed

Bonn Sugar Beets 2016

Source: University of Bonn Photogrammetry & Robotics

AgricultureMobile RobotGreenhouse
EPISODES
1.2K
HOURS
55
CAMERAS
4
Open Source20 Hz

RGB Video · Depth · LiDAR · IMU +1

Representative still for JIGSAWS Surgical ActivityReal-world Indexed

JIGSAWS Surgical Activity

Source: JHU CIRL + Intuitive Surgical

HealthcareDual ArmHospital
EPISODES
103
HOURS
3.1
CAMERAS
2
Research Only30 Hz

RGB Video · Joint Positions · Actions · Robot State

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