AI Research Atlas

SAM 3 and SAM 3D

Meta · 19 November 2025

SAM 3 segments and tracks every instance matching a text or exemplar concept; SAM 3D reconstructs objects and human bodies from one image.

Adds promptable concept segmentation with an open-vocabulary detector and a presence head, trained on 4M unique concept labels; paper claims 2x the accuracy of prior systems on the new SA-Co benchmark. SAM 3D Objects/Body extend the line to 3D.

Date
Wednesday, 19 November 2025
Lab
Meta
Kind
open-weights
Access
open weights

Figures

MeasureValueMeasured by
Concept segmentation accuracy vs existing systems2x
paper claim on SA-Co (images and video)
company

Used in Meta's Edits app and Facebook Marketplace 'View in Room'.

Sources

  1. about.fb.com/news/2025/11/new-sam-models-detect-objects-create-3d-reconstructions/
  2. arxiv.org/abs/2511.16719

This record was checked against its sources on 6 October 2026. How we check

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