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LIBERO-Long LeRobot

A LeRobot-formatted LIBERO-Long release used for post-training and evaluating video-action and VLA policies on extended tasks.

Scale
Post-training role
Formats
LeRobot
License
Not declared
Published
2026-04-24

Decision summary

Best for

Long-horizon policy learning

Main blocker

Track as a LIBERO dataset release, not as an unrelated top-level series once versioned Catalog storage is active.

Next check

Verify repository and artifact licenses.

Selection readiness

6 evidence dimensions for deciding whether this dataset is ready to inspect, compare, or adopt. This is not a model benchmark.

Catalog evidence · not task performance

73/100

Provisional

3/6 dimensions scored · 37% confidence

Access and governanceNot scoredconf. 20
Schema and signal coverageNot scoredconf. 15
Policy training readiness85conf. 55
World-model readiness68conf. 50
Failure and recovery readinessNot scoredconf. 15
Download and processing readiness65conf. 65
Read the evidence behind all 6 dimensions

Access and governance

License or access terms are not verified.

unknownnot scored · confidence 20

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

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

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

Dataset facts

Source
Robbyant / LIBERO
Evidence
official claim
Formats
LeRobot
role
Post-training
benchmark
LIBERO-Long
format
LeRobot

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 · A LeRobot-formatted LIBERO-Long release used for post-training and evaluating video-action and VLA policies on extended tasks.

present
Action / hand pose / robot state

actions · robot state · A LeRobot-formatted LIBERO-Long release used for post-training and evaluating video-action and VLA policies on extended tasks.

present
Language intent / task phase

language · task phase · A LeRobot-formatted LIBERO-Long release used for post-training and evaluating video-action and VLA policies on extended tasks.

present
Feedback / correction / failure

Failure-phase analysis

present
License / format / access

Open · LeRobot

present
Evidence details and provenance

Official signal claims

VideoActionsRobot stateLanguageTask phaseOutcome

Schema and annotations

No machine-readable schema facts are captured.

Sample verification

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

curated source metadata

Integration notes

  • Track as a LIBERO dataset release, not as an unrelated top-level series once versioned Catalog storage is active.

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