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Egocentric datasetOpenReadiness 69 · confidence 34

Kriya Egocentric 100K Preview Dataset

MIT-licensed preview of egocentric action annotations

<1Krows

A small MIT-licensed preview dataset with egocentric video/action annotation metadata for video-text-to-text and action-recognition experiments.

Best for

Action-label schema tests

Not for / blocker

Preview-scale dataset, not the full corpus.

Download decision

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

Policy learningUseful

Has observation, action/state proxy, and task or language context.

fit 85 · confidence 55

World modelUseful

Has rich observation and semantic context, but limited geometry/sim-real alignment.

fit 68 · confidence 55

WAMUseful

Contains observation, intent, and action/state, but feedback/correction signal is weak.

fit 72 · confidence 55

Verified facts and provenance

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

curated official source
Official claim · signals
VideoActionsLanguage
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 · Video-text retrieval fixtures · A small MIT-licensed preview dataset with egocentric video/action annotation metadata for video-text-to-text and action-recognition experiments.

present

Action / hand pose / robot state

actions · Action-label schema tests · MIT-licensed preview of egocentric action annotations · A small MIT-licensed preview dataset with egocentric video/action annotation metadata for video-text-to-text and action-recognition experiments.

partial

Gaze / attention

No decision-grade evidence captured yet.

unknown

Language intent / task phase

actions · language · annotations · Action-label schema tests

partial

Feedback / correction / failure

No decision-grade evidence captured yet.

unknown

Sim-real pairing

No decision-grade evidence captured yet.

unknown

License / format / access

Open · MIT · video · annotations

present

Model and task fit · OpenBot inference

Policy learningUseful

Has observation, action/state proxy, and task or language context.

fit 85 · confidence 55

World modelUseful

Has rich observation and semantic context, but limited geometry/sim-real alignment.

fit 68 · confidence 55

WAMUseful

Contains observation, intent, and action/state, but feedback/correction signal is weak.

fit 72 · confidence 55

Failure miningUnknown

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

fit 50 · confidence 15

Good tasks

dataset profiling and source triage

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.

Raw dataset signals

VideoActionsLanguage

OpenBot fit

  • Action-label schema tests
  • Video-text retrieval fixtures
  • Open preview dataset examples

Integration notes

  • Preview-scale dataset, not the full corpus.
  • MIT license makes it suitable for open catalog examples.

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