Curated dataset

Astribot S1 Cross-Scenario Manipulation Dataset

General-purpose robots need more than a larger action vocabulary. They must handle different environments, objects, and multi-step procedures. This dataset brings together 2032 real-robot recordings from Astribot S1 across 60 canonical scenarios and 130 tasks, ranging from clothing organization, kitchen operations, and household cleaning to shelf restocking, pharmacy handling, lab sample processing, and material sorting. With 41.07 hours and 4.90 TB of complete MCAP data, it supports multi-task training, cross-scenario evaluation, and validation of industry-specific data programs. If you want to see whether the collection matches your robot and target tasks, contact us to review samples and discuss the next step.

  • Astribot S1
  • 1 capture configurations
  • 60 scenarios
  • 133 tasks
  • 4828 records
  • 104.49 h
  • 11.3 TB
  • MCAP

What you can evaluate

Inspect the dataset before requesting access.

  • Explore task coverageFind the scenarios and tasks that match your project.
  • Inspect real recordingsOpen a Task and play individual MCAP recordings selected into this dataset.
  • Assess dataset fitCompare task scope, recording duration, capture configurations, and known limitations against your project needs.

Coverage & composition

From household organization and food preparation to retail restocking, medicine picking, and laboratory sample handling, this dataset brings together Astribot S1 tasks across everyday and professional settings, offering diverse scenarios for training and evaluating manipulation across objects, tools, and task sequences.

  • Office Supply Organization6.86h · 360 records · 6 tasks
  • Cooler Restocking4.97h · 101 records · 5 tasks
  • Refrigerator Food Organization4.56h · 199 records · 4 tasks
  • Dish Handling and Storage4.1h · 192 records · 4 tasks
  • Toy and Game Storage4.1h · 214 records · 5 tasks
  • Wardrobe and Bedding Storage3.76h · 168 records · 3 tasks
  • Dry Trash Cleanup3.63h · 160 records · 3 tasks
  • Laundry Washing and Drying3.44h · 159 records · 3 tasks
  • Tabletop Cleaning3.26h · 210 records · 3 tasks
  • Cup and Cookware Retrieval3.22h · 112 records · 3 tasks

60 scenarios · 133 tasks · 4,828 records · 104.49h total

Contents

Office Supply Organization

Books, documents, pens, and desk supplies are returned to shelves, drawers, pen cups, or set positions.

6 tasks6.86h360 records

Desktop Stationery Organization
Sort pens, notebooks, documents, and other stationery into the appropriate holders, shelves, drawers, or desk positions.
Skills: Grasp · Move
128 records · 2.44h
Desk Books to Shelf and Stationery to Basket
Move books from the desk to the shelf and organize the folder, pens, and pen holder beside the storage basket.
Skills: Adjust · Grasp · Move
61 records · 1.86h
Put Desk Books into the Drawer
Open the desk drawer, put books from the desktop into it, and close the drawer.
Skills: Adjust · Move
101 records · 1.85h
Take a Notebook from the Drawer onto the Desk
Open the drawer, take out a notebook, place it on the desk, and close the drawer.
Skills: Adjust · Move
37 records · 0.55h
Book Alignment and Upright Insertion into Shelf
Straighten a target book, align it with a shelf slot, and insert it upright.
Skills: Identify · Operate
32 records · 0.13h
Desk Books and Stationery Organization
Organize books, notebooks, pens, documents, and other stationery into their designated desk storage locations.
Skills: Grasp · Move
1 records · 0.03h

Robot & recorded data

The robot platform, major hardware configurations, and delivery container represented in this version.

Hardware configurations
  • Astribot S1 · Vision not specified133 tasks · 4,828 records · 104.49h
Data container
MCAP

Curation & quality evidence

Technical checks completed for this dataset and the quality dimensions not yet covered.

Canonical MCAPs with an analyzer snapshot
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