mlsanityData to 14 Oct 2026

Aria Gen 2 Pilot Dataset

arXiv 2510.16134 ↗First posted 17 Oct 2025cs.CV cs.AI cs.HCcited by 6

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Abstract (arXiv)

The Aria Gen 2 Pilot Dataset (A2PD) is an egocentric multimodal open dataset captured using the state-of-the-art Aria Gen 2 glasses. To facilitate timely access, A2PD is released incrementally with ongoing dataset enhancements. The initial release features Dia'ane, our primary subject, who records her daily activities alongside friends, each equipped with Aria Gen 2 glasses. It encompasses five primary scenarios: cleaning, cooking, eating, playing, and outdoor walking. In each of the scenarios, we provide comprehensive raw sensor data and output data from various machine perception algorithms. These data illustrate the device's ability to perceive the wearer, the surrounding environment, and interactions between the wearer and the environment, while maintaining robust performance across diverse users and conditions. The A2PD is publicly available at projectaria.com, with open-source tools and usage examples provided in Project Aria Tools.

Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). Builds on 10 of its 15 references that are in the map. First posted on arXiv 17 Oct 2025.

Builds on

10 of 15 references.

References · 10

  1. 2021Masked-attention Mask Transformer for Universal Image Segmentationcited by 2,351
  2. 2023Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectivescited by 490
  3. 2024EgoMimic: Scaling Imitation Learning via Egocentric Videocited by 175
  4. 2025FoundationStereo: Zero-Shot Stereo Matchingcited by 173
  5. 2023Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perceptioncited by 167
  6. 2024HOT3D: Hand and Object Tracking in 3D from Egocentric Multi-View Videoscited by 129
  7. 2024Nymeria: A Massive Collection of Multimodal Egocentric Daily Motion in the Wildcited by 114
  8. 2025HD-EPIC: A Highly-Detailed Egocentric Video Datasetcited by 104
  9. 2024Aria Everyday Activities Datasetcited by 39
  10. 2024EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Modelscited by 26

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 1; 2026: 5.

6 papers.