Dataset

RoboAtom

Contains time-aligned robot trajectory segments from 12 source datasets, each with frame bounds, skill label, and action text for segmentation tasks.

Hugging Face ↗Oct 21, 2026Paper ↗Code ↗

  • robotics
  • atomic-actions
  • temporal-action-segmentation
  • video
Composite overview with dataset stats, benchmark coverage, annotations, and comparative results
Composite overview with dataset stats, benchmark coverage, annotations, and comparative results

What it is

Large robot video annotation set with time-aligned atomic actions plus a 500-trajectory benchmark for temporal action segmentation and action description. 100K-1M annotation records aggregated from 12 robot datasets, with ordered segments carrying frame boundaries, one of 29 skill labels, and free-text action descriptions; plus a 500-trajectory benchmark.

Key results

  • 12 source datasets in the concatenated annotation set
  • 29 predefined skill labels plus unlabeled spans
  • 500 benchmark trajectories with 4,018 GT segments and 721 videos

Useful for training and evaluating models that segment robot videos into atomic skills and generate action descriptions.

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