Datasets and evaluations

Our offerings

Head-mounted · 30 fpsHands · 21 kp
Indoor · workshop · brightStep 2 · Fit black housing pieces onto the connector
0.0s–4.8sFit and press the black housing pieces onto the connector, rotating and seating them together with both hands

01Egocentric Data

Video · Hand pose · Sensor data

First-person demonstrations of economically valuable work, paired with detailed annotations and synchronized sensor data.

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Cam A · Front4 cams · in sync
Cam B · Left
Cam C · Back
Cam D · Right

02Studio Recordings

Multi-camera · Audio · Custom rigs

Custom video and audio collection, with environments and capture rigs tailored to your specifications.

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Attempt 01/08 · Cube · light A✓ Pass
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Pick and place · 8 conditions6/8 passed · 75%

03Robotics Evals

Simulation · Real world

Simulation environments and real-world evaluations for testing robot capabilities across tasks and conditions.

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Game · 30 fps◆ 0/5
Depth
Thermal

04Virtual Worlds

Video · Inputs · Camera · State

Games and simulations with synchronized video, control inputs, camera metadata, and environment state.

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Tracked · 25 fpsContact 0/6
QWhat keeps the ball in the air?
AEach time it falls, the club face meets it and sends it back up:

05Real-World Reasoning

Motion · Causality · Spatial

Data and evaluations for understanding motion, cause and effect, and spatial relationships.

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Archive
Cooking
Riding
Prep · hands
Clips from our library57 screens · 20 sources

06Large-Scale Media

Video · Audio · At scale

Synchronized video and audio at scale for audiovisual understanding, generation, and multimodal learning.

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We're hiring

Join the researchers, engineers and operators capturing the real world and turning it into training data.