OpenBot
Egocentric datasetClosed
OBRS 37Bronze

MicroAGI01

An egocentric RGB-D household manipulation dataset with camera pose, 3D hand landmarks, task segmentation, and MCAP recordings.

Scale
676 clips
Formats
MCAP · CSV
License
MicroAGI01 Open Use, No-Resale License v1.0
Published
2026

Decision summary

Best for

Household skill segmentation

Main blocker

One of the more directly robotics-relevant egocentric datasets in this catalog.

Next check

Read the dataset manifest and feature schema.

Release history

Source-backed release timing for this canonical dataset record.

Important releases

No source-backed day-level release date is published for this dataset. Its year is not being converted into an inferred event.

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

68/100

Provisional

4/6 dimensions scored · 48% confidence

Access and governance75conf. 85
Schema and signal coverageNot scoredconf. 15
Policy training readiness85conf. 55
World-model readiness82conf. 50
Failure and recovery readinessNot scoredconf. 15
Download and processing readiness30conf. 65
Read the evidence behind all 6 dimensions

Access and governance

Access and license are declared by the source.

usefulfit 75 · confidence 85

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 82 · confidence 50

Failure and recovery readiness

No verified failure/recovery annotation evidence is available yet.

unknownnot scored · confidence 15

Download and processing readiness

The release is very large and no recommended sample/subset is recorded.

limitedfit 30 · confidence 65
Review unresolved evidence and next checks

Signal gaps

  • Gaze / attention. Not enough evidence is available to classify this signal.
  • Feedback / correction / failure. Not enough evidence is available to classify this signal.

Next checks

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

Dataset facts

Source
Hugging Face · MicroAGI-Labs/MicroAGI01
Evidence
official claim
Formats
MCAP · CSV · Foxglove layout
clips
676
tasks
137
categories
14

Loop signals

5/7 present or partial

Gaze / attention

No decision-grade evidence captured yet.

unknown
Feedback / correction / failure

No decision-grade evidence captured yet.

unknown
View 5 more signal categories
Observation / ego video

video · depth · camera pose · An egocentric RGB-D household manipulation dataset with camera pose, 3D hand landmarks, task segmentation, and MCAP recordings.

present
Action / hand pose / robot state

camera pose · hand pose · Foxglove layout · Hand-pose action proxy extraction

present
Language intent / task phase

task phase · An egocentric RGB-D household manipulation dataset with camera pose, 3D hand landmarks, task segmentation, and MCAP recordings.

present
Sim-real pairing

depth · camera pose · An egocentric RGB-D household manipulation dataset with camera pose, 3D hand landmarks, task segmentation, and MCAP recordings.

present
License / format / access

Closed · MicroAGI01 Open Use, No-Resale License v1.0 · MCAP · CSV

present
Evidence details and provenance

Official signal claims

VideoDepthCamera poseHand poseIMUTask phase

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

  • One of the more directly robotics-relevant egocentric datasets in this catalog.
  • Good target for an OpenBot Data MCAP adapter.