ScanEnts3D

Scan Entities in 3D (ScanEnts3D) is a large-scale dataset which provides explicit correspondences between 369k objects across 84k natural referentural sentences, covering 705 real-world scenes.

Source:

Image Source: https://scanents3d.github.io/