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ABC-130k

3,591 hours of bimanual YAM-arm teleoperation across 130,703 episodes from Amazon FAR and collaborators, Apache 2.0, MCAP.

Published by XDOF (Amazon FAR with UC Berkeley and collaborators), 2026-06

Open data
Commercial use OK

Apache 2.0

PriceFree

The publisher's licence permits commercial use and redistribution, with attribution. Card states: Released under the Apache License 2.0. See LICENSE. The contact-information gate is a click-through, not a licence term.

Get dataset Opens huggingface.co in a new tab

The host asks you to sign in to Hugging Face and accept the publisher's terms before it serves files.

From a terminal
hf download XDOF/ABC-130k --repo-type dataset --local-dir ./ABC-130k

Accept the contact-information gate on the Hub page and sign in with the Hugging Face CLI first. 22.6 TB on xet storage; pull episodes selectively with --include.

Specification, as published

Hours (stated)
3,591 h
Episodes (stated)
130,703 episodes
Scale
130,703 episodes, 42,980 with subtask annotations
Task
Pick & place, Sorting & packing, Other
Environment
Indoor – lab
Modality
RGB, Proprioception, Actions, Language, Camera calibration
Capture
CCTV Scene
In frame
Robot hands
Captured in
North America
Embodiment
Bimanual YAM 6-DoF arms with parallel-jaw grippers
Resolution
640x480 or 1920x1200 by camera
Formats
MCAP
Size
22.6 TB
Hosted on
Hugging Face

Figures are the publisher's own. Kinetic Blocks has not measured this dataset.

About this dataset

ABC-130k is the dataset behind Scalable Behavior Cloning with Open Data, Training, and Evaluation. It records a bimanual station with two 6-DoF YAM arms and parallel-jaw grippers under human teleoperation, filmed by a top camera and two wrist cameras (RealSense 640x480 or ZED-X 1920x1200). Each episode ships as an MCAP file with video streams (H.264 or H.265), per-arm joint state and actions, end-effector pose, gripper aperture, camera calibration and a task instruction; 42,980 episodes also carry subtask labels, and a MuJoCo station model is included. The publisher states 3,590.7 hours across 130,703 episodes in train and validation splits. Access is a click-through contact-information gate on the Hub.

Publisher's own task names: bimanual tabletop manipulation, task list in meta/tasks.json.

What Kinetic Blocks did, and did not do

Indexed and linked from the publisher. Not hosted, verified or graded by Kinetic Blocks. The publisher's terms govern. The licence shown is the one stated on the publisher's page, linked above. Nothing on this page is a claim by Kinetic Blocks.

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