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Egocentric datasetGatedReadiness 64 · confidence 34

Ego-Realm Dataset

Small egocentric sample set for manipulation domains

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 learningUseful

Has observation and action/state proxy, but weak task-phase context.

fit 70 · confidence 55

World modelUnknown

World-model signals have not been verified.

fit 50 · confidence 15

WAMUnknown

WAM-required observation, intent, and action alignment is not fully verified.

fit 50 · confidence 15

Verified facts and provenance

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

curated official source
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

Small egocentric sample set for manipulation domains · 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 · MIT · MP4

partial

Model and task fit · OpenBot inference

Policy learningUseful

Has observation and action/state proxy, but weak task-phase context.

fit 70 · confidence 55

World modelUnknown

World-model signals have not been verified.

fit 50 · confidence 15

WAMUnknown

WAM-required observation, intent, and action alignment is not fully verified.

fit 50 · confidence 15

Failure miningUnknown

Failure, correction, intervention, and recovery annotations have not been verified.

fit 50 · confidence 15

Good tasks

household manipulationpick-place / manipulation

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.

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