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DreamDojo GR-1 Post-Training

The publicly released dataset accompanying DreamDojo, NVIDIA's generalist robot world model (arXiv 2602.06949, ICML 2026). DreamDojo is pretrained on DreamDojo-HV — a 44.7k-hour in-house egocentric human-video corpus that is **not** publicly released. What is released (Feb 2026) is the GR-1 post-training data: teleoperated trajectories on the Fourier GR-1 humanoid plus evaluation sets, used to post-train and evaluate the world model. Hosted on Hugging Face as nvidia/PhysicalAI-Robotics-GR00T-Teleop-GR1 (LeRobot / parquet+video), CC-BY-NC-4.0. 2B/14B model checkpoints and pre/post-training code are also released.

Scale
88.4 hours
Formats
lerobot
License
CC-BY-NC-4.0
Published
2026-02-06

Decision summary

Best for

teleoperation

Main blocker

Metadata requires review against the official source before publication.

Next check

Read the dataset manifest and feature schema.

Catalog assessment

Selection evidence

63/100

Provisional · confidence 48 · 4/6 evaluated

Access and governance

The declared license restricts commercial use.

limitedfit 35 · 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

Scale is declared; transfer and processing estimates are not measured.

usefulfit 65 · confidence 65
Review unresolved evidence and next checks

Signal gaps

  • Gaze / attention. Not enough evidence is available to classify this signal.
  • Sim-real pairing. 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
Evidence
secondary claim
Formats
lerobot
hours
88.4
Read paper

Metadata coverage

Loop signals

5/7 present or partial

Gaze / attention

No decision-grade evidence captured yet.

unknown
Sim-real pairing

No decision-grade evidence captured yet.

unknown
View 5 more signal categories
Observation / ego video

video · The publicly released dataset accompanying DreamDojo, NVIDIA's generalist robot world model (arXiv 2602.06949, ICML 2026). DreamDojo is pretrained on DreamDojo-HV — a 44.7k-hour in-house egocentric human-video corpus that is **not** publicly released. What is released (Feb 2026) is the GR-1 post-training data: teleoperated trajectories on the Fourier GR-1 humanoid plus evaluation sets, used to post-train and evaluate the world model. Hosted on Hugging Face as nvidia/PhysicalAI-Robotics-GR00T-Teleop-GR1 (LeRobot / parquet+video), CC-BY-NC-4.0. 2B/14B model checkpoints and pre/post-training code are also released.

present
Action / hand pose / robot state

ee_pose

partial
Language intent / task phase

language · has-success-labels

present
Feedback / correction / failure

The publicly released dataset accompanying DreamDojo, NVIDIA's generalist robot world model (arXiv 2602.06949, ICML 2026). DreamDojo is pretrained on DreamDojo-HV — a 44.7k-hour in-house egocentric human-video corpus that is **not** publicly released. What is released (Feb 2026) is the GR-1 post-training data: teleoperated trajectories on the Fourier GR-1 humanoid plus evaluation sets, used to post-train and evaluate the world model. Hosted on Hugging Face as nvidia/PhysicalAI-Robotics-GR00T-Teleop-GR1 (LeRobot / parquet+video), CC-BY-NC-4.0. 2B/14B model checkpoints and pre/post-training code are also released.

present
License / format / access

Open · CC-BY-NC-4.0 · lerobot

present
Evidence details and provenance

Official signal claims

Ee_poseLanguageProprioceptionVideo

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