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Egocentric datasetGatedReadiness 70 · confidence 35

Ego-Realm Dataset

Fast catalog smoke tests

108clips

A compact Pineye-camera video set covering horticulture, kitchen, and laundry clips for quick first-person manipulation experiments.

Best for

Fast catalog smoke tests

Not for / blocker

Small but concrete; useful for demos and ingestion tests.

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 readinessunknown

World-model observation, geometry, or temporal semantics are not verified.

not scored · confidence 15

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
VideoAudio
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 · A compact Pineye-camera video set covering horticulture, kitchen, and laundry clips for quick first-person manipulation experiments.

present

Action / hand pose / robot state

A compact Pineye-camera video set covering horticulture, kitchen, and laundry clips for quick first-person manipulation experiments.

partial

Gaze / attention

A compact Pineye-camera video set covering horticulture, kitchen, and laundry clips for quick first-person manipulation experiments.

partial

Language intent / task phase

No decision-grade evidence captured yet.

unknown

Feedback / correction / failure

No decision-grade evidence captured yet.

unknown

Sim-real pairing

No decision-grade evidence captured yet.

unknown

License / format / access

Gated · CC BY 4.0 · MP4

partial

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 readinessunknown

World-model observation, geometry, or temporal semantics are not verified.

not scored · confidence 15

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

Fast catalog smoke testsKitchen/laundry retrieval examplesSmall-scale egocentric baselines

Blockers and unresolved evidence

  • Language intent / task phaseunknown
    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

VideoAudio

OpenBot fit

  • Fast catalog smoke tests
  • Kitchen/laundry retrieval examples
  • Small-scale egocentric baselines

Related models and papers

Model references linked to similar loop signals.

Integration notes

  • Small but concrete; useful for demos and ingestion tests.
  • Access requires accepting Hugging Face dataset conditions.

Related by signals