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Manipulation datasetOpen

NVIDIA GR00T X-Embodiment Sim

The public, downloadable dataset behind NVIDIA's Isaac GR00T N1 humanoid foundation model. It bundles simulated post-training trajectories across multiple embodiments (Fourier GR1 humanoid in arms-only/full-upper-body/arms+waist configs, single-arm and bimanual Franka Panda with gripper and dexterous-hand variants, and a Unitree G1 loco-manipulation set) covering cross-embodied bimanual manipulation, humanoid tabletop manipulation, and robot-arm kitchen manipulation. Released on Hugging Face under CC-BY-4.0 in a LeRobot-compatible per-task layout (data/meta/videos), it has surpassed 10M downloads. The related DreamGen / GR00T-Dreams release (arXiv 2505.12705, Apache-2.0) is a synthetic-trajectory generation method plus code/benchmark, not a standalone downloadable trajectory dataset.

Scale
Not declared
Formats
lerobot
License
CC-BY-4.0
Published
2025-05-19

Decision summary

Best for

scripted

Main blocker

Metadata requires review against the official source before publication.

Next check

Read the dataset manifest and feature schema.

Catalog assessment

Selection evidence

76/100

Provisional · confidence 38 · 3/6 evaluated

Access and governance

Access and license are declared by the source.

usefulfit 75 · confidence 85

Schema and signal coverage

No machine-readable schema has been verified yet.

unknownnot scored · confidence 15

Policy training readiness

Observation and action/state signals are declared; alignment quality still depends on sample verification.

usefulfit 85 · confidence 55
View 3 more dimensions

World-model readiness

Temporal observations plus geometry or semantic context are declared; sample alignment remains to be audited.

usefulfit 68 · confidence 50

Failure and recovery readiness

No verified failure/recovery annotation evidence is available yet.

unknownnot scored · confidence 15

Download and processing readiness

Dataset scale and sampling path are unknown.

unknownnot scored · confidence 10
Review unresolved evidence and next checks

Signal gaps

  • Gaze / attention. Not enough evidence is available to classify this signal.
  • Feedback / correction / failure. Not enough evidence is available to classify this signal.

Next checks

  • Read the dataset manifest and feature schema.
  • Run a bounded sample audit before assigning Strong readiness.

Record specifics

Dataset facts

Source
NVIDIA (GEAR Lab / Isaac)
Evidence
secondary claim
Formats
lerobot
Read paper

Metadata coverage

Loop signals

5/7 present or partial

Gaze / attention

No decision-grade evidence captured yet.

unknown
Feedback / correction / failure

No decision-grade evidence captured yet.

unknown
View 5 more signal categories
Observation / ego video

video · The public, downloadable dataset behind NVIDIA's Isaac GR00T N1 humanoid foundation model. It bundles simulated post-training trajectories across multiple embodiments (Fourier GR1 humanoid in arms-only/full-upper-body/arms+waist configs, single-arm and bimanual Franka Panda with gripper and dexterous-hand variants, and a Unitree G1 loco-manipulation set) covering cross-embodied bimanual manipulation, humanoid tabletop manipulation, and robot-arm kitchen manipulation. Released on Hugging Face under CC-BY-4.0 in a LeRobot-compatible per-task layout (data/meta/videos), it has surpassed 10M downloads. The related DreamGen / GR00T-Dreams release (arXiv 2505.12705, Apache-2.0) is a synthetic-trajectory generation method plus code/benchmark, not a standalone downloadable trajectory dataset.

present
Action / hand pose / robot state

The public, downloadable dataset behind NVIDIA's Isaac GR00T N1 humanoid foundation model. It bundles simulated post-training trajectories across multiple embodiments (Fourier GR1 humanoid in arms-only/full-upper-body/arms+waist configs, single-arm and bimanual Franka Panda with gripper and dexterous-hand variants, and a Unitree G1 loco-manipulation set) covering cross-embodied bimanual manipulation, humanoid tabletop manipulation, and robot-arm kitchen manipulation. Released on Hugging Face under CC-BY-4.0 in a LeRobot-compatible per-task layout (data/meta/videos), it has surpassed 10M downloads. The related DreamGen / GR00T-Dreams release (arXiv 2505.12705, Apache-2.0) is a synthetic-trajectory generation method plus code/benchmark, not a standalone downloadable trajectory dataset.

present
Language intent / task phase

language · The public, downloadable dataset behind NVIDIA's Isaac GR00T N1 humanoid foundation model. It bundles simulated post-training trajectories across multiple embodiments (Fourier GR1 humanoid in arms-only/full-upper-body/arms+waist configs, single-arm and bimanual Franka Panda with gripper and dexterous-hand variants, and a Unitree G1 loco-manipulation set) covering cross-embodied bimanual manipulation, humanoid tabletop manipulation, and robot-arm kitchen manipulation. Released on Hugging Face under CC-BY-4.0 in a LeRobot-compatible per-task layout (data/meta/videos), it has surpassed 10M downloads. The related DreamGen / GR00T-Dreams release (arXiv 2505.12705, Apache-2.0) is a synthetic-trajectory generation method plus code/benchmark, not a standalone downloadable trajectory dataset.

present
Sim-real pairing

simulation · The public, downloadable dataset behind NVIDIA's Isaac GR00T N1 humanoid foundation model. It bundles simulated post-training trajectories across multiple embodiments (Fourier GR1 humanoid in arms-only/full-upper-body/arms+waist configs, single-arm and bimanual Franka Panda with gripper and dexterous-hand variants, and a Unitree G1 loco-manipulation set) covering cross-embodied bimanual manipulation, humanoid tabletop manipulation, and robot-arm kitchen manipulation. Released on Hugging Face under CC-BY-4.0 in a LeRobot-compatible per-task layout (data/meta/videos), it has surpassed 10M downloads. The related DreamGen / GR00T-Dreams release (arXiv 2505.12705, Apache-2.0) is a synthetic-trajectory generation method plus code/benchmark, not a standalone downloadable trajectory dataset.

present
License / format / access

Open · CC-BY-4.0 · lerobot

present
Evidence details and provenance

Official signal claims

LanguageProprioceptionVideo

Schema and annotations

No machine-readable schema facts are captured.

Sample verification

Pending. Metadata does not prove sample coverage, alignment, or file integrity.

curated official source

Integration notes

  • Metadata requires review against the official source before publication.

Catalog links

Related records