Dataset

AIRoA MoMa 5k

Contains teleoperated real-robot mobile manipulation data from Toyota HSRs, organized as independently addressable primitive-action episodes with linked task metadata.

Hugging Face ↗Jul 31, 2026

  • robotics
  • mobile-manipulation
  • teleoperation
  • imitation-learning
cover
cover

What it is

Large real-robot mobile manipulation dataset with teleoperated HSR trajectories split into independently trainable primitive actions and linked task metadata. 1.18M successful primitive-action episodes and 180.9M video frames from teleoperated Toyota HSRs, structured so each primitive is trainable on its own while metadata preserve its short-horizon task context.

Key results

  • 1,184,259 successful primitive-action episodes
  • 180,905,084 frames across 5,025 recorded hours
  • Collected from 44 robots at 5 physical sites

Useful for training imitation policies for mobile manipulation from primitive actions up to short-horizon tasks.

One useful ML email a week.

Worth your time, not all of your time.

We track new ML work across papers, code, and data, then keep only the pieces worth a closer look. Selected, not collected.

Papers.Data.Code

The Weekly ML Signal

Selected, not collected.

One useful ML email a week: the papers, repos and datasets worth your attention.

Worth your time, not all of your time.