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Egocentric datasetOpenReadiness 69 · confidence 41

Grid Egocentric Residential Samples Dataset

Residential manipulation examples

<1Krows

A CC-BY-4.0 household egocentric sample set tagged for manipulation, VLA, imitation learning, and robot learning.

Best for

Residential manipulation examples

Not for / blocker

Small open-access sample, useful for demos rather than model-scale training.

Download decision

Inspect schema and run a bounded sample audit before committing to the full release.

Policy training readinessunknown

Observation/action alignment has not been established.

not scored · confidence 15

World-model readinessuseful

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

fit 68 · confidence 50

Failure and recovery readinessunknown

No verified failure/recovery annotation evidence is available yet.

not scored · confidence 15

Verified facts and provenance

Claims, metadata verification, and sample verification are shown separately.

curated source metadata
Official claim · signals
VideoHousehold Task TagsManipulation Tags
Metadata verified · schema / annotations

Unknown — no machine-readable schema facts have been captured.

Sample / pipeline verification

Unknown — metadata conclusions do not prove sample coverage, alignment, or file integrity.

Declared loop signal coverage

Signals inferred from official metadata; Data pipeline verification is still pending.

4/7 categories present or partial

Observation / ego video

video

present

Action / hand pose / robot state

manipulation tags · Residential manipulation examples · A CC-BY-4.0 household egocentric sample set tagged for manipulation, VLA, imitation learning, and robot learning.

partial

Gaze / attention

No decision-grade evidence captured yet.

unknown

Language intent / task phase

household task tags · Open data smoke tests for household tasks

present

Feedback / correction / failure

No decision-grade evidence captured yet.

unknown

Sim-real pairing

No decision-grade evidence captured yet.

unknown

License / format / access

Open · CC-BY-4.0 · video · metadata

present

Catalog decision scorecard

Access and governanceuseful

Access and license are declared by the source.

fit 75 · confidence 85

Schema and signal coverageunknown

No machine-readable schema has been verified yet.

not scored · confidence 15

Policy training readinessunknown

Observation/action alignment has not been established.

not scored · confidence 15

World-model readinessuseful

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

fit 68 · confidence 50

Failure and recovery readinessunknown

No verified failure/recovery annotation evidence is available yet.

not scored · confidence 15

Download and processing readinessuseful

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

fit 65 · confidence 65

Good tasks

Residential manipulation examplesVLA sample catalogingOpen data smoke tests for household tasks

Blockers and unresolved evidence

  • Gaze / attentionunknown
    Not enough evidence to classify this signal. Verify metadata or a bounded sample.
  • Feedback / correction / failureunknown
    Not enough evidence to classify this signal. Verify metadata or a bounded sample.
  • Sim-real pairingunknown
    Not enough evidence to classify this signal. Verify metadata or a bounded sample.
  • Read the dataset manifest and feature schema.
  • Run a bounded sample audit before assigning Strong readiness.

Raw dataset signals

VideoHousehold Task TagsManipulation Tags

OpenBot fit

  • Residential manipulation examples
  • VLA sample cataloging
  • Open data smoke tests for household tasks

Integration notes

  • Small open-access sample, useful for demos rather than model-scale training.
  • CC-BY license requires attribution.

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