Robot manipulation demonstration dataset

BridgeData V2

BridgeData V2 collects robot manipulation demonstrations across varied environments, with associated baseline training and real-robot tooling.

Source contextPrimary specReviewed
Sources 2
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

rail-berkeley/bridge_data_v2 official repository

rail-berkeley · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Reviewed recordLast reviewed 2 sources ↗7 sourced fields

Role in the stack

The project distinguishes teleoperated trajectories from scripted collection. Camera coverage is uneven across episodes, so a multiview training recipe must check what is actually present.

Source contextPrimary specReviewed
Sources 2
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

rail-berkeley/bridge_data_v2 official repository

rail-berkeley · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Integration decision

The baseline repository provides JAX-based training and RLDS processing with a WidowX execution path. Those are documented integrations, not universal compatibility with every manipulator.

Source contextPrimary specReviewed
Sources 2
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

rail-berkeley/bridge_data_v2 official repository

rail-berkeley · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Operational and reuse limits

The dataset is CC BY 4.0. Baseline code and dependencies must be reviewed separately; a dataset license does not certify a trained policy.

Source contextPrimary specReviewed
Sources 2
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

rail-berkeley/bridge_data_v2 official repository

rail-berkeley · Publication date not disclosed · Source accessed 2026-09-28

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.

Infrastructure profile

Developer
Berkeley RAIL and collaborators
Primary specReviewed
Sources 1
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

Category
Robot manipulation demonstration dataset
Primary specReviewed
Sources 1
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

Exact version / scope
Not publicly disclosed
Environment
Not publicly disclosed
Access model
Public dataset and baseline training code
Primary specReviewed
Sources 1
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

License
CC BY 4.0 dataset
Primary specReviewed
Sources 1
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

Engineering fit

Task scope
Not publicly disclosed
Compute
Not publicly disclosed
Integrations
Not publicly disclosed
Pricing / access
Not publicly disclosed

Additional disclosed fields

Inputs
Teleoperated and scripted manipulation episodes
Primary specReviewed
Sources 1
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

Outputs
Goal-image or language-conditioned training data
Primary specReviewed
Sources 1
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

Trajectory Count
60096
Primary specReviewed
Sources 1
BridgeData V2 dataset project

Berkeley RAIL · Publication date not disclosed · Source accessed 2026-09-28

What this evidence does not establish

  • The dataset is CC BY 4.0. Baseline code and dependencies must be reviewed separately; a dataset license does not certify a trained policy.

Relationships & deployments

Related reading is an editorial crosslink. Sourced connections describe relationships reported in the cited material. A link to a versioned profile does not establish compatibility with that version unless the connection note explicitly identifies it.

Record history & verified changes

A research review records when we checked a source. It does not mark a product launch or a new deployment.

Initial reviewed record. No subsequent field change has been recorded.

Inspect the evidence

Sources & evidence

md-bridge-project
BridgeData V2 dataset project

Berkeley RAIL · Licensed dataset · Publication date not disclosed · Source accessed 2026-09-28

License: CC BY 4.0 dataset. Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.

md-bridge
rail-berkeley/bridge_data_v2 official repository

rail-berkeley · Repository · Publication date not disclosed · Source accessed 2026-09-28

Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.

Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.